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README.md

@@ -1,14 +1,55 @@
 ---
-title: Pokemon Mcp
-emoji: 🦀
-colorFrom: yellow
+title: PokeAPI-MCP
+emoji: 🐾
+colorFrom: red
 colorTo: yellow
 sdk: gradio
-sdk_version: 5.33.0
+sdk_version: 5.32.1
 app_file: app.py
 pinned: false
-license: apache-2.0
-short_description: My Custom MCP Analyzes and estimate level of pokemon
+license: mit
+short_description: Expose full access to PokéAPI as MCP.
+tags: [mcp-server-track, pokeapi, pokemon, agent, api-wrapper]
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# 🐾 PokeAPI-MCP – Agent Access to the Entire PokéAPI
+
+**PokeAPI-MCP** is a modular Gradio-based agent toolset that exposes nearly all major endpoints of the [PokéAPI v2](https://pokeapi.co/docs/v2) via a Multi-Component Protocol (MCP) interface. It allows agents to query real-time Pokémon data like species, stats, types, evolutions, and much more — without writing a single line of API code.
+
+## 🎥 Demo Video
+
+▶️ [Watch the demo](https://youtu.be/Hyovc5FYOYo)
+
+
+## 🎯 What This App Does
+
+- Wraps all key PokéAPI endpoints (species, evolution, moves, items, abilities, etc.)
+- Exposes each endpoint as a Gradio `Interface`, usable via MCP
+- Dynamically generates JSON outputs for agent-friendly consumption
+- Supports queries by both name and numeric ID
+- Provides automatic error handling and clean descriptions for each tool
+
+## ✨ Available Tools
+
+- 🔍 `get_pokemon` — full data about a Pokémon
+- 📖 `get_pokemon_species` — flavor text, gender rate, evolution chain
+- 🧠 `get_ability`, `get_stat`, `get_type` — detailed mechanics
+- 🎒 `get_item`, `get_berry` — held/useable item details
+- 🧬 `get_evolution_chain` — structured evolution trees
+- 🌍 `get_region`, `get_location` — geographical data
+- 🗺️ `get_pokedex`, `get_generation`, `get_version`, `get_version_group`
+- 🧬 `get_egg_group`, `get_pokemon_form`, `get_pokemon_shape`, `get_pokemon_color`, `get_pokemon_habitat`
+
+...and more.
+
+## 🔧 Tech Stack
+
+- **Gradio** – for exposing interfaces and MCP support
+- **requests** – lightweight HTTP client for API access
+- **PokéAPI v2** – the full public REST API of the Pokémon world
+
+## 💻 Run Locally
+
+```bash
+pip install -r requirements.txt
+python app.py

fr_to_en_pokemon.json

@@ -0,0 +1,1027 @@
+{
+  "bulbizarre": "bulbasaur",
+  "herbizarre": "ivysaur",
+  "florizarre": "venusaur",
+  "salamèche": "charmander",
+  "reptincel": "charmeleon",
+  "dracaufeu": "charizard",
+  "carapuce": "squirtle",
+  "carabaffe": "wartortle",
+  "tortank": "blastoise",
+  "chenipan": "caterpie",
+  "chrysacier": "metapod",
+  "papilusion": "butterfree",
+  "aspicot": "weedle",
+  "coconfort": "kakuna",
+  "dardargnan": "beedrill",
+  "roucool": "pidgey",
+  "roucoups": "pidgeotto",
+  "roucarnage": "pidgeot",
+  "rattata": "rattata",
+  "rattatac": "raticate",
+  "piafabec": "spearow",
+  "rapasdepic": "fearow",
+  "abo": "ekans",
+  "arbok": "arbok",
+  "pikachu": "pikachu",
+  "raichu": "raichu",
+  "sabelette": "sandshrew",
+  "sablaireau": "sandslash",
+  "nidoran♀": "nidoran♀",
+  "nidorina": "nidorina",
+  "nidoqueen": "nidoqueen",
+  "nidoran♂": "nidoran♂",
+  "nidorino": "nidorino",
+  "nidoking": "nidoking",
+  "mélofée": "clefairy",
+  "mélodelfe": "clefable",
+  "goupix": "vulpix",
+  "feunard": "ninetales",
+  "rondoudou": "jigglypuff",
+  "grodoudou": "wigglytuff",
+  "nosferapti": "zubat",
+  "nosferalto": "golbat",
+  "mystherbe": "oddish",
+  "ortide": "gloom",
+  "rafflesia": "vileplume",
+  "paras": "paras",
+  "parasect": "parasect",
+  "mimitoss": "venonat",
+  "aéromite": "venomoth",
+  "taupiqueur": "diglett",
+  "triopikeur": "dugtrio",
+  "miaouss": "meowth",
+  "persian": "persian",
+  "psykokwak": "psyduck",
+  "akwakwak": "golduck",
+  "férosinge": "mankey",
+  "colossinge": "primeape",
+  "caninos": "growlithe",
+  "arcanin": "arcanine",
+  "ptitard": "poliwag",
+  "têtarte": "poliwhirl",
+  "tartard": "poliwrath",
+  "abra": "abra",
+  "kadabra": "kadabra",
+  "alakazam": "alakazam",
+  "machoc": "machop",
+  "machopeur": "machoke",
+  "mackogneur": "machamp",
+  "chétiflor": "bellsprout",
+  "boustiflor": "weepinbell",
+  "empiflor": "victreebel",
+  "tentacool": "tentacool",
+  "tentacruel": "tentacruel",
+  "racaillou": "geodude",
+  "gravalanch": "graveler",
+  "grolem": "golem",
+  "ponyta": "ponyta",
+  "galopa": "rapidash",
+  "ramoloss": "slowpoke",
+  "flagadoss": "slowbro",
+  "magnéti": "magnemite",
+  "magnéton": "magneton",
+  "canarticho": "farfetch’d",
+  "doduo": "doduo",
+  "dodrio": "dodrio",
+  "otaria": "seel",
+  "lamantine": "dewgong",
+  "tadmorv": "grimer",
+  "grotadmorv": "muk",
+  "kokiyas": "shellder",
+  "crustabri": "cloyster",
+  "fantominus": "gastly",
+  "spectrum": "haunter",
+  "ectoplasma": "gengar",
+  "onix": "onix",
+  "soporifik": "drowzee",
+  "hypnomade": "hypno",
+  "krabby": "krabby",
+  "krabboss": "kingler",
+  "voltorbe": "voltorb",
+  "électrode": "electrode",
+  "noeunoeuf": "exeggcute",
+  "noadkoko": "exeggutor",
+  "osselait": "cubone",
+  "ossatueur": "marowak",
+  "kicklee": "hitmonlee",
+  "tygnon": "hitmonchan",
+  "excelangue": "lickitung",
+  "smogo": "koffing",
+  "smogogo": "weezing",
+  "rhinocorne": "rhyhorn",
+  "rhinoféros": "rhydon",
+  "leveinard": "chansey",
+  "saquedeneu": "tangela",
+  "kangourex": "kangaskhan",
+  "hypotrempe": "horsea",
+  "hypocéan": "seadra",
+  "poissirène": "goldeen",
+  "poissoroy": "seaking",
+  "stari": "staryu",
+  "staross": "starmie",
+  "m. mime": "mr. mime",
+  "insécateur": "scyther",
+  "lippoutou": "jynx",
+  "élektek": "electabuzz",
+  "magmar": "magmar",
+  "scarabrute": "pinsir",
+  "tauros": "tauros",
+  "magicarpe": "magikarp",
+  "léviator": "gyarados",
+  "lokhlass": "lapras",
+  "métamorph": "ditto",
+  "évoli": "eevee",
+  "aquali": "vaporeon",
+  "voltali": "jolteon",
+  "pyroli": "flareon",
+  "porygon": "porygon",
+  "amonita": "omanyte",
+  "amonistar": "omastar",
+  "kabuto": "kabuto",
+  "kabutops": "kabutops",
+  "ptéra": "aerodactyl",
+  "ronflex": "snorlax",
+  "artikodin": "articuno",
+  "électhor": "zapdos",
+  "sulfura": "moltres",
+  "minidraco": "dratini",
+  "draco": "dragonair",
+  "dracolosse": "dragonite",
+  "mewtwo": "mewtwo",
+  "mew": "mew",
+  "germignon": "chikorita",
+  "macronium": "bayleef",
+  "méganium": "meganium",
+  "héricendre": "cyndaquil",
+  "feurisson": "quilava",
+  "typhlosion": "typhlosion",
+  "kaiminus": "totodile",
+  "crocrodil": "croconaw",
+  "aligatueur": "feraligatr",
+  "fouinette": "sentret",
+  "fouinar": "furret",
+  "hoothoot": "hoothoot",
+  "noarfang": "noctowl",
+  "coxy": "ledyba",
+  "coxyclaque": "ledian",
+  "mimigal": "spinarak",
+  "migalos": "ariados",
+  "nostenfer": "crobat",
+  "loupio": "chinchou",
+  "lanturn": "lanturn",
+  "pichu": "pichu",
+  "mélo": "cleffa",
+  "toudoudou": "igglybuff",
+  "togepi": "togepi",
+  "togetic": "togetic",
+  "natu": "natu",
+  "xatu": "xatu",
+  "wattouat": "mareep",
+  "lainergie": "flaaffy",
+  "pharamp": "ampharos",
+  "joliflor": "bellossom",
+  "marill": "marill",
+  "azumarill": "azumarill",
+  "simularbre": "sudowoodo",
+  "tarpaud": "politoed",
+  "granivol": "hoppip",
+  "floravol": "skiploom",
+  "cotovol": "jumpluff",
+  "capumain": "aipom",
+  "tournegrin": "sunkern",
+  "héliatronc": "sunflora",
+  "yanma": "yanma",
+  "axoloto": "wooper",
+  "maraiste": "quagsire",
+  "mentali": "espeon",
+  "noctali": "umbreon",
+  "cornèbre": "murkrow",
+  "roigada": "slowking",
+  "feuforêve": "misdreavus",
+  "zarbi": "unown",
+  "qulbutoké": "wobbuffet",
+  "girafarig": "girafarig",
+  "pomdepik": "pineco",
+  "foretress": "forretress",
+  "insolourdo": "dunsparce",
+  "scorplane": "gligar",
+  "steelix": "steelix",
+  "snubbull": "snubbull",
+  "granbull": "granbull",
+  "qwilfish": "qwilfish",
+  "cizayox": "scizor",
+  "caratroc": "shuckle",
+  "scarhino": "heracross",
+  "farfuret": "sneasel",
+  "teddiursa": "teddiursa",
+  "ursaring": "ursaring",
+  "limagma": "slugma",
+  "volcaropod": "magcargo",
+  "marcacrin": "swinub",
+  "cochignon": "piloswine",
+  "corayon": "corsola",
+  "rémoraid": "remoraid",
+  "octillery": "octillery",
+  "cadoizo": "delibird",
+  "démanta": "mantine",
+  "airmure": "skarmory",
+  "malosse": "houndour",
+  "démolosse": "houndoom",
+  "hyporoi": "kingdra",
+  "phanpy": "phanpy",
+  "donphan": "donphan",
+  "porygon2": "porygon2",
+  "cerfrousse": "stantler",
+  "queulorior": "smeargle",
+  "debugant": "tyrogue",
+  "kapoera": "hitmontop",
+  "lippouti": "smoochum",
+  "élekid": "elekid",
+  "magby": "magby",
+  "écrémeuh": "miltank",
+  "leuphorie": "blissey",
+  "raikou": "raikou",
+  "entei": "entei",
+  "suicune": "suicune",
+  "embrylex": "larvitar",
+  "ymphect": "pupitar",
+  "tyranocif": "tyranitar",
+  "lugia": "lugia",
+  "ho-oh": "ho-oh",
+  "celebi": "celebi",
+  "arcko": "treecko",
+  "massko": "grovyle",
+  "jungko": "sceptile",
+  "poussifeu": "torchic",
+  "galifeu": "combusken",
+  "braségali": "blaziken",
+  "gobou": "mudkip",
+  "flobio": "marshtomp",
+  "laggron": "swampert",
+  "medhyèna": "poochyena",
+  "grahyèna": "mightyena",
+  "zigzaton": "zigzagoon",
+  "linéon": "linoone",
+  "chenipotte": "wurmple",
+  "armulys": "silcoon",
+  "charmillon": "beautifly",
+  "blindalys": "cascoon",
+  "papinox": "dustox",
+  "nénupiot": "lotad",
+  "lombre": "lombre",
+  "ludicolo": "ludicolo",
+  "grainipiot": "seedot",
+  "pifeuil": "nuzleaf",
+  "tengalice": "shiftry",
+  "nirondelle": "taillow",
+  "hélédelle": "swellow",
+  "goélise": "wingull",
+  "bekipan": "pelipper",
+  "tarsal": "ralts",
+  "kirlia": "kirlia",
+  "gardevoir": "gardevoir",
+  "arakdo": "surskit",
+  "maskadra": "masquerain",
+  "balignon": "shroomish",
+  "chapignon": "breloom",
+  "parecool": "slakoth",
+  "vigoroth": "vigoroth",
+  "monaflèmit": "slaking",
+  "ningale": "nincada",
+  "ninjask": "ninjask",
+  "munja": "shedinja",
+  "chuchmur": "whismur",
+  "ramboum": "loudred",
+  "brouhabam": "exploud",
+  "makuhita": "makuhita",
+  "hariyama": "hariyama",
+  "azurill": "azurill",
+  "tarinor": "nosepass",
+  "skitty": "skitty",
+  "delcatty": "delcatty",
+  "ténéfix": "sableye",
+  "mysdibule": "mawile",
+  "galekid": "aron",
+  "galegon": "lairon",
+  "galeking": "aggron",
+  "méditikka": "meditite",
+  "charmina": "medicham",
+  "dynavolt": "electrike",
+  "élecsprint": "manectric",
+  "posipi": "plusle",
+  "négapi": "minun",
+  "muciole": "volbeat",
+  "lumivole": "illumise",
+  "rosélia": "roselia",
+  "gloupti": "gulpin",
+  "avaltout": "swalot",
+  "carvanha": "carvanha",
+  "sharpedo": "sharpedo",
+  "wailmer": "wailmer",
+  "wailord": "wailord",
+  "chamallot": "numel",
+  "camérupt": "camerupt",
+  "chartor": "torkoal",
+  "spoink": "spoink",
+  "groret": "grumpig",
+  "spinda": "spinda",
+  "kraknoix": "trapinch",
+  "vibraninf": "vibrava",
+  "libégon": "flygon",
+  "cacnea": "cacnea",
+  "cacturne": "cacturne",
+  "tylton": "swablu",
+  "altaria": "altaria",
+  "mangriff": "zangoose",
+  "séviper": "seviper",
+  "séléroc": "lunatone",
+  "solaroc": "solrock",
+  "barloche": "barboach",
+  "barbicha": "whiscash",
+  "écrapince": "corphish",
+  "colhomard": "crawdaunt",
+  "balbuto": "baltoy",
+  "kaorine": "claydol",
+  "lilia": "lileep",
+  "vacilys": "cradily",
+  "anorith": "anorith",
+  "armaldo": "armaldo",
+  "barpau": "feebas",
+  "milobellus": "milotic",
+  "morphéo": "castform",
+  "kecleon": "kecleon",
+  "polichombr": "shuppet",
+  "branette": "banette",
+  "skelénox": "duskull",
+  "téraclope": "dusclops",
+  "tropius": "tropius",
+  "éoko": "chimecho",
+  "absol": "absol",
+  "okéoké": "wynaut",
+  "stalgamin": "snorunt",
+  "oniglali": "glalie",
+  "obalie": "spheal",
+  "phogleur": "sealeo",
+  "kaimorse": "walrein",
+  "coquiperl": "clamperl",
+  "serpang": "huntail",
+  "rosabyss": "gorebyss",
+  "relicanth": "relicanth",
+  "lovdisc": "luvdisc",
+  "draby": "bagon",
+  "drackhaus": "shelgon",
+  "drattak": "salamence",
+  "terhal": "beldum",
+  "métang": "metang",
+  "métalosse": "metagross",
+  "regirock": "regirock",
+  "regice": "regice",
+  "registeel": "registeel",
+  "latias": "latias",
+  "latios": "latios",
+  "kyogre": "kyogre",
+  "groudon": "groudon",
+  "rayquaza": "rayquaza",
+  "jirachi": "jirachi",
+  "deoxys": "deoxys",
+  "tortipouss": "turtwig",
+  "boskara": "grotle",
+  "torterra": "torterra",
+  "ouisticram": "chimchar",
+  "chimpenfeu": "monferno",
+  "simiabraz": "infernape",
+  "tiplouf": "piplup",
+  "prinplouf": "prinplup",
+  "pingoléon": "empoleon",
+  "étourmi": "starly",
+  "étourvol": "staravia",
+  "étouraptor": "staraptor",
+  "keunotor": "bidoof",
+  "castorno": "bibarel",
+  "crikzik": "kricketot",
+  "mélokrik": "kricketune",
+  "lixy": "shinx",
+  "luxio": "luxio",
+  "luxray": "luxray",
+  "rozbouton": "budew",
+  "roserade": "roserade",
+  "kranidos": "cranidos",
+  "charkos": "rampardos",
+  "dinoclier": "shieldon",
+  "bastiodon": "bastiodon",
+  "cheniti": "burmy",
+  "cheniselle": "wormadam",
+  "papilord": "mothim",
+  "apitrini": "combee",
+  "apireine": "vespiquen",
+  "pachirisu": "pachirisu",
+  "mustébouée": "buizel",
+  "mustéflott": "floatzel",
+  "ceribou": "cherubi",
+  "ceriflor": "cherrim",
+  "sancoki": "shellos",
+  "tritosor": "gastrodon",
+  "capidextre": "ambipom",
+  "baudrive": "drifloon",
+  "grodrive": "drifblim",
+  "laporeille": "buneary",
+  "lockpin": "lopunny",
+  "magirêve": "mismagius",
+  "corboss": "honchkrow",
+  "chaglam": "glameow",
+  "chaffreux": "purugly",
+  "korillon": "chingling",
+  "moufouette": "stunky",
+  "moufflair": "skuntank",
+  "archéomire": "bronzor",
+  "archéodong": "bronzong",
+  "manzaï": "bonsly",
+  "mime jr.": "mime jr.",
+  "ptiravi": "happiny",
+  "pijako": "chatot",
+  "spiritomb": "spiritomb",
+  "griknot": "gible",
+  "carmache": "gabite",
+  "carchacrok": "garchomp",
+  "goinfrex": "munchlax",
+  "riolu": "riolu",
+  "lucario": "lucario",
+  "hippopotas": "hippopotas",
+  "hippodocus": "hippowdon",
+  "rapion": "skorupi",
+  "drascore": "drapion",
+  "cradopaud": "croagunk",
+  "coatox": "toxicroak",
+  "vortente": "carnivine",
+  "écayon": "finneon",
+  "luminéon": "lumineon",
+  "babimanta": "mantyke",
+  "blizzi": "snover",
+  "blizzaroi": "abomasnow",
+  "dimoret": "weavile",
+  "magnézone": "magnezone",
+  "coudlangue": "lickilicky",
+  "rhinastoc": "rhyperior",
+  "bouldeneu": "tangrowth",
+  "élekable": "electivire",
+  "maganon": "magmortar",
+  "togekiss": "togekiss",
+  "yanmega": "yanmega",
+  "phyllali": "leafeon",
+  "givrali": "glaceon",
+  "scorvol": "gliscor",
+  "mammochon": "mamoswine",
+  "porygon-z": "porygon-z",
+  "gallame": "gallade",
+  "tarinorme": "probopass",
+  "noctunoir": "dusknoir",
+  "momartik": "froslass",
+  "motisma": "rotom",
+  "créhelf": "uxie",
+  "créfollet": "mesprit",
+  "créfadet": "azelf",
+  "dialga": "dialga",
+  "palkia": "palkia",
+  "heatran": "heatran",
+  "regigigas": "regigigas",
+  "giratina": "giratina",
+  "cresselia": "cresselia",
+  "phione": "phione",
+  "manaphy": "manaphy",
+  "darkrai": "darkrai",
+  "shaymin": "shaymin",
+  "arceus": "arceus",
+  "victini": "victini",
+  "vipélierre": "snivy",
+  "lianaja": "servine",
+  "majaspic": "serperior",
+  "gruikui": "tepig",
+  "grotichon": "pignite",
+  "roitiflam": "emboar",
+  "moustillon": "oshawott",
+  "mateloutre": "dewott",
+  "clamiral": "samurott",
+  "ratentif": "patrat",
+  "miradar": "watchog",
+  "ponchiot": "lillipup",
+  "ponchien": "herdier",
+  "mastouffe": "stoutland",
+  "chacripan": "purrloin",
+  "léopardus": "liepard",
+  "feuillajou": "pansage",
+  "feuiloutan": "simisage",
+  "flamajou": "pansear",
+  "flamoutan": "simisear",
+  "flotajou": "panpour",
+  "flotoutan": "simipour",
+  "munna": "munna",
+  "mushana": "musharna",
+  "poichigeon": "pidove",
+  "colombeau": "tranquill",
+  "déflaisan": "unfezant",
+  "zébibron": "blitzle",
+  "zéblitz": "zebstrika",
+  "nodulithe": "roggenrola",
+  "géolithe": "boldore",
+  "gigalithe": "gigalith",
+  "chovsourir": "woobat",
+  "rhinolove": "swoobat",
+  "rototaupe": "drilbur",
+  "minotaupe": "excadrill",
+  "nanméouïe": "audino",
+  "charpenti": "timburr",
+  "ouvrifier": "gurdurr",
+  "bétochef": "conkeldurr",
+  "tritonde": "tympole",
+  "batracné": "palpitoad",
+  "crapustule": "seismitoad",
+  "judokrak": "throh",
+  "karaclée": "sawk",
+  "larveyette": "sewaddle",
+  "couverdure": "swadloon",
+  "manternel": "leavanny",
+  "venipatte": "venipede",
+  "scobolide": "whirlipede",
+  "brutapode": "scolipede",
+  "doudouvet": "cottonee",
+  "farfaduvet": "whimsicott",
+  "chlorobule": "petilil",
+  "fragilady": "lilligant",
+  "bargantua": "basculin",
+  "mascaïman": "sandile",
+  "escroco": "krokorok",
+  "crocorible": "krookodile",
+  "darumarond": "darumaka",
+  "darumacho": "darmanitan",
+  "maracachi": "maractus",
+  "crabicoque": "dwebble",
+  "crabaraque": "crustle",
+  "baggiguane": "scraggy",
+  "baggaïd": "scrafty",
+  "cryptéro": "sigilyph",
+  "tutafeh": "yamask",
+  "tutankafer": "cofagrigus",
+  "carapagos": "tirtouga",
+  "mégapagos": "carracosta",
+  "arkéapti": "archen",
+  "aéroptéryx": "archeops",
+  "miamiasme": "trubbish",
+  "miasmax": "garbodor",
+  "zorua": "zorua",
+  "zoroark": "zoroark",
+  "chinchidou": "minccino",
+  "pashmilla": "cinccino",
+  "scrutella": "gothita",
+  "mesmérella": "gothorita",
+  "sidérella": "gothitelle",
+  "nucléos": "solosis",
+  "méios": "duosion",
+  "symbios": "reuniclus",
+  "couaneton": "ducklett",
+  "lakmécygne": "swanna",
+  "sorbébé": "vanillite",
+  "sorboul": "vanillish",
+  "sorbouboul": "vanilluxe",
+  "vivaldaim": "deerling",
+  "haydaim": "sawsbuck",
+  "emolga": "emolga",
+  "carabing": "karrablast",
+  "lançargot": "escavalier",
+  "trompignon": "foongus",
+  "gaulet": "amoonguss",
+  "viskuse": "frillish",
+  "moyade": "jellicent",
+  "mamanbo": "alomomola",
+  "statitik": "joltik",
+  "mygavolt": "galvantula",
+  "grindur": "ferroseed",
+  "noacier": "ferrothorn",
+  "tic": "klink",
+  "clic": "klang",
+  "cliticlic": "klinklang",
+  "anchwatt": "tynamo",
+  "lampéroie": "eelektrik",
+  "ohmassacre": "eelektross",
+  "lewsor": "elgyem",
+  "neitram": "beheeyem",
+  "funécire": "litwick",
+  "mélancolux": "lampent",
+  "lugulabre": "chandelure",
+  "coupenotte": "axew",
+  "incisache": "fraxure",
+  "tranchodon": "haxorus",
+  "polarhume": "cubchoo",
+  "polagriffe": "beartic",
+  "hexagel": "cryogonal",
+  "escargaume": "shelmet",
+  "limaspeed": "accelgor",
+  "limonde": "stunfisk",
+  "kungfouine": "mienfoo",
+  "shaofouine": "mienshao",
+  "drakkarmin": "druddigon",
+  "gringolem": "golett",
+  "golemastoc": "golurk",
+  "scalpion": "pawniard",
+  "scalproie": "bisharp",
+  "frison": "bouffalant",
+  "furaiglon": "rufflet",
+  "gueriaigle": "braviary",
+  "vostourno": "vullaby",
+  "vaututrice": "mandibuzz",
+  "aflamanoir": "heatmor",
+  "fermite": "durant",
+  "solochi": "deino",
+  "diamat": "zweilous",
+  "trioxhydre": "hydreigon",
+  "pyronille": "larvesta",
+  "pyrax": "volcarona",
+  "cobaltium": "cobalion",
+  "terrakium": "terrakion",
+  "viridium": "virizion",
+  "boréas": "tornadus",
+  "fulguris": "thundurus",
+  "reshiram": "reshiram",
+  "zekrom": "zekrom",
+  "démétéros": "landorus",
+  "kyurem": "kyurem",
+  "keldeo": "keldeo",
+  "meloetta": "meloetta",
+  "genesect": "genesect",
+  "marisson": "chespin",
+  "boguérisse": "quilladin",
+  "blindépique": "chesnaught",
+  "feunnec": "fennekin",
+  "roussil": "braixen",
+  "goupelin": "delphox",
+  "grenousse": "froakie",
+  "croâporal": "frogadier",
+  "amphinobi": "greninja",
+  "sapereau": "bunnelby",
+  "excavarenne": "diggersby",
+  "passerouge": "fletchling",
+  "braisillon": "fletchinder",
+  "flambusard": "talonflame",
+  "lépidonille": "scatterbug",
+  "pérégrain": "spewpa",
+  "prismillon": "vivillon",
+  "hélionceau": "litleo",
+  "némélios": "pyroar",
+  "flabébé": "flabébé",
+  "floette": "floette",
+  "florges": "florges",
+  "cabriolaine": "skiddo",
+  "chevroum": "gogoat",
+  "pandespiègle": "pancham",
+  "pandarbare": "pangoro",
+  "couafarel": "furfrou",
+  "psystigri": "espurr",
+  "mistigrix": "meowstic",
+  "monorpale": "honedge",
+  "dimoclès": "doublade",
+  "exagide": "aegislash",
+  "fluvetin": "spritzee",
+  "cocotine": "aromatisse",
+  "sucroquin": "swirlix",
+  "cupcanaille": "slurpuff",
+  "sepiatop": "inkay",
+  "sepiatroce": "malamar",
+  "opermine": "binacle",
+  "golgopathe": "barbaracle",
+  "venalgue": "skrelp",
+  "kravarech": "dragalge",
+  "flingouste": "clauncher",
+  "gamblast": "clawitzer",
+  "galvaran": "helioptile",
+  "iguolta": "heliolisk",
+  "ptyranidur": "tyrunt",
+  "rexillius": "tyrantrum",
+  "amagara": "amaura",
+  "dragmara": "aurorus",
+  "nymphali": "sylveon",
+  "brutalibré": "hawlucha",
+  "dedenne": "dedenne",
+  "strassie": "carbink",
+  "mucuscule": "goomy",
+  "colimucus": "sliggoo",
+  "muplodocus": "goodra",
+  "trousselin": "klefki",
+  "brocélôme": "phantump",
+  "desséliande": "trevenant",
+  "pitrouille": "pumpkaboo",
+  "banshitrouye": "gourgeist",
+  "grelaçon": "bergmite",
+  "séracrawl": "avalugg",
+  "sonistrelle": "noibat",
+  "bruyverne": "noivern",
+  "xerneas": "xerneas",
+  "yveltal": "yveltal",
+  "zygarde": "zygarde",
+  "diancie": "diancie",
+  "hoopa": "hoopa",
+  "volcanion": "volcanion",
+  "brindibou": "rowlet",
+  "efflèche": "dartrix",
+  "archéduc": "decidueye",
+  "flamiaou": "litten",
+  "matoufeu": "torracat",
+  "félinferno": "incineroar",
+  "otaquin": "popplio",
+  "otarlette": "brionne",
+  "oratoria": "primarina",
+  "picassaut": "pikipek",
+  "piclairon": "trumbeak",
+  "bazoucan": "toucannon",
+  "manglouton": "yungoos",
+  "argouste": "gumshoos",
+  "larvibule": "grubbin",
+  "chrysapile": "charjabug",
+  "lucanon": "vikavolt",
+  "crabagarre": "crabrawler",
+  "crabominable": "crabominable",
+  "plumeline": "oricorio",
+  "bombydou": "cutiefly",
+  "rubombelle": "ribombee",
+  "rocabot": "rockruff",
+  "lougaroc": "lycanroc",
+  "froussardine": "wishiwashi",
+  "vorastérie": "mareanie",
+  "prédastérie": "toxapex",
+  "tiboudet": "mudbray",
+  "bourrinos": "mudsdale",
+  "araqua": "dewpider",
+  "tarenbulle": "araquanid",
+  "mimantis": "fomantis",
+  "floramantis": "lurantis",
+  "spododo": "morelull",
+  "lampignon": "shiinotic",
+  "tritox": "salandit",
+  "malamandre": "salazzle",
+  "nounourson": "stufful",
+  "chelours": "bewear",
+  "croquine": "bounsweet",
+  "candine": "steenee",
+  "sucreine": "tsareena",
+  "guérilande": "comfey",
+  "gouroutan": "oranguru",
+  "quartermac": "passimian",
+  "sovkipou": "wimpod",
+  "sarmuraï": "golisopod",
+  "bacabouh": "sandygast",
+  "trépassable": "palossand",
+  "concombaffe": "pyukumuku",
+  "type:0": "type: null",
+  "silvallié": "silvally",
+  "météno": "minior",
+  "dodoala": "komala",
+  "boumata": "turtonator",
+  "togedemaru": "togedemaru",
+  "mimiqui": "mimikyu",
+  "denticrisse": "bruxish",
+  "draïeul": "drampa",
+  "sinistrail": "dhelmise",
+  "bébécaille": "jangmo-o",
+  "écaïd": "hakamo-o",
+  "ékaïser": "kommo-o",
+  "tokorico": "tapu koko",
+  "tokopiyon": "tapu lele",
+  "tokotoro": "tapu bulu",
+  "tokopisco": "tapu fini",
+  "cosmog": "cosmog",
+  "cosmovum": "cosmoem",
+  "solgaleo": "solgaleo",
+  "lunala": "lunala",
+  "zéroïd": "nihilego",
+  "mouscoto": "buzzwole",
+  "cancrelove": "pheromosa",
+  "câblifère": "xurkitree",
+  "bamboiselle": "celesteela",
+  "katagami": "kartana",
+  "engloutyran": "guzzlord",
+  "necrozma": "necrozma",
+  "magearna": "magearna",
+  "marshadow": "marshadow",
+  "vémini": "poipole",
+  "mandrillon": "naganadel",
+  "ama-ama": "stakataka",
+  "pierroteknik": "blacephalon",
+  "zeraora": "zeraora",
+  "meltan": "meltan",
+  "melmetal": "melmetal",
+  "ouistempo": "grookey",
+  "badabouin": "thwackey",
+  "gorythmic": "rillaboom",
+  "flambino": "scorbunny",
+  "lapyro": "raboot",
+  "pyrobut": "cinderace",
+  "larméléon": "sobble",
+  "arrozard": "drizzile",
+  "lézargus": "inteleon",
+  "rongourmand": "skwovet",
+  "rongrigou": "greedent",
+  "minisange": "rookidee",
+  "bleuseille": "corvisquire",
+  "corvaillus": "corviknight",
+  "larvadar": "blipbug",
+  "coléodôme": "dottler",
+  "astronelle": "orbeetle",
+  "goupilou": "nickit",
+  "roublenard": "thievul",
+  "tournicoton": "gossifleur",
+  "blancoton": "eldegoss",
+  "moumouton": "wooloo",
+  "moumouflon": "dubwool",
+  "khélocrok": "chewtle",
+  "torgamord": "drednaw",
+  "voltoutou": "yamper",
+  "fulgudog": "boltund",
+  "charbi": "rolycoly",
+  "wagomine": "carkol",
+  "monthracite": "coalossal",
+  "verpom": "applin",
+  "pomdrapi": "flapple",
+  "dratatin": "appletun",
+  "dunaja": "silicobra",
+  "dunaconda": "sandaconda",
+  "nigosier": "cramorant",
+  "embrochet": "arrokuda",
+  "hastacuda": "barraskewda",
+  "toxizap": "toxel",
+  "salarsen": "toxtricity",
+  "grillepattes": "sizzlipede",
+  "scolocendre": "centiskorch",
+  "poulpaf": "clobbopus",
+  "krakos": "grapploct",
+  "théffroi": "sinistea",
+  "polthégeist": "polteageist",
+  "bibichut": "hatenna",
+  "chapotus": "hattrem",
+  "sorcilence": "hatterene",
+  "grimalin": "impidimp",
+  "fourbelin": "morgrem",
+  "angoliath": "grimmsnarl",
+  "ixon": "obstagoon",
+  "berserkatt": "perrserker",
+  "corayôme": "cursola",
+  "palarticho": "sirfetch’d",
+  "m. glaquette": "mr. rime",
+  "tutétékri": "runerigus",
+  "crèmy": "milcery",
+  "charmilly": "alcremie",
+  "hexadron": "falinks",
+  "wattapik": "pincurchin",
+  "frissonille": "snom",
+  "beldeneige": "frosmoth",
+  "dolman": "stonjourner",
+  "bekaglaçon": "eiscue",
+  "wimessir": "indeedee",
+  "morpeko": "morpeko",
+  "charibari": "cufant",
+  "pachyradjah": "copperajah",
+  "galvagon": "dracozolt",
+  "galvagla": "arctozolt",
+  "hydragon": "dracovish",
+  "hydragla": "arctovish",
+  "duralugon": "duraludon",
+  "fantyrm": "dreepy",
+  "dispareptil": "drakloak",
+  "lanssorien": "dragapult",
+  "zacian": "zacian",
+  "zamazenta": "zamazenta",
+  "éthernatos": "eternatus",
+  "wushours": "kubfu",
+  "shifours": "urshifu",
+  "zarude": "zarude",
+  "regieleki": "regieleki",
+  "regidrago": "regidrago",
+  "blizzeval": "glastrier",
+  "spectreval": "spectrier",
+  "sylveroy": "calyrex",
+  "cerbyllin": "wyrdeer",
+  "hachécateur": "kleavor",
+  "ursaking": "ursaluna",
+  "paragruel": "basculegion",
+  "farfurex": "sneasler",
+  "qwilpik": "overqwil",
+  "amovénus": "enamorus",
+  "poussacha": "sprigatito",
+  "matourgeon": "floragato",
+  "miascarade": "meowscarada",
+  "chochodile": "fuecoco",
+  "crocogril": "crocalor",
+  "flâmigator": "skeledirge",
+  "coiffeton": "quaxly",
+  "canarbello": "quaxwell",
+  "palmaval": "quaquaval",
+  "gourmelet": "lechonk",
+  "fragroin": "oinkologne",
+  "tissenboule": "tarountula",
+  "filentrappe": "spidops",
+  "lilliterelle": "nymble",
+  "gambex": "lokix",
+  "pohm": "pawmi",
+  "pohmotte": "pawmo",
+  "pohmarmotte": "pawmot",
+  "compagnol": "tandemaus",
+  "famignol": "maushold",
+  "pâtachiot": "fidough",
+  "briochien": "dachsbun",
+  "olivini": "smoliv",
+  "olivado": "dolliv",
+  "arboliva": "arboliva",
+  "tapatoès": "squawkabilly",
+  "selutin": "nacli",
+  "amassel": "naclstack",
+  "gigansel": "garganacl",
+  "charbambin": "charcadet",
+  "carmadura": "armarouge",
+  "malvalame": "ceruledge",
+  "têtampoule": "tadbulb",
+  "ampibidou": "bellibolt",
+  "zapétrel": "wattrel",
+  "fulgulairo": "kilowattrel",
+  "grondogue": "maschiff",
+  "dogrino": "mabosstiff",
+  "gribouraigne": "shroodle",
+  "tag-tag": "grafaiai",
+  "virovent": "bramblin",
+  "virevorreur": "brambleghast",
+  "terracool": "toedscool",
+  "terracruel": "toedscruel",
+  "craparoi": "klawf",
+  "pimito": "capsakid",
+  "scovilain": "scovillain",
+  "léboulérou": "rellor",
+  "bérasca": "rabsca",
+  "flotillon": "flittle",
+  "cléopsytra": "espathra",
+  "forgerette": "tinkatink",
+  "forgella": "tinkatuff",
+  "forgelina": "tinkaton",
+  "taupikeau": "wiglett",
+  "triopikeau": "wugtrio",
+  "lestombaile": "bombirdier",
+  "dofin": "finizen",
+  "superdofin": "palafin",
+  "vrombi": "varoom",
+  "vrombotor": "revavroom",
+  "motorizard": "cyclizar",
+  "ferdeter": "orthworm",
+  "germéclat": "glimmet",
+  "floréclat": "glimmora",
+  "toutombe": "greavard",
+  "tomberro": "houndstone",
+  "flamenroule": "flamigo",
+  "piétacé": "cetoddle",
+  "balbalèze": "cetitan",
+  "délestin": "veluza",
+  "oyacata": "dondozo",
+  "nigirigon": "tatsugiri",
+  "courrousinge": "annihilape",
+  "terraiste": "clodsire",
+  "farigiraf": "farigiraf",
+  "deusolourdo": "dudunsparce",
+  "scalpereur": "kingambit",
+  "fort-ivoire": "great tusk",
+  "hurle-queue": "scream tail",
+  "fongus-furie": "brute bonnet",
+  "flotte-mèche": "flutter mane",
+  "rampe-ailes": "slither wing",
+  "pelage-sablé": "sandy shocks",
+  "roue-de-fer": "iron treads",
+  "hotte-de-fer": "iron bundle",
+  "paume-de-fer": "iron hands",
+  "têtes-de-fer": "iron jugulis",
+  "mite-de-fer": "iron moth",
+  "épine-de-fer": "iron thorns",
+  "frigodo": "frigibax",
+  "cryodo": "arctibax",
+  "glaivodo": "baxcalibur",
+  "mordudor": "gimmighoul",
+  "gromago": "gholdengo",
+  "chongjian": "wo-chien",
+  "baojian": "chien-pao",
+  "dinglu": "ting-lu",
+  "yuyu": "chi-yu",
+  "rugit-lune": "roaring moon",
+  "garde-de-fer": "iron valiant",
+  "koraidon": "koraidon",
+  "miraidon": "miraidon",
+  "serpente-eau": "walking wake",
+  "vert-de-fer": "iron leaves",
+  "pomdramour": "dipplin",
+  "poltchageist": "poltchageist",
+  "théffroyable": "sinistcha",
+  "félicanis": "okidogi",
+  "fortusimia": "munkidori",
+  "favianos": "fezandipiti",
+  "ogerpon": "ogerpon",
+  "pondralugon": "archaludon",
+  "pomdorochi": "hydrapple",
+  "feu-perçant": "gouging fire",
+  "ire-foudre": "raging bolt",
+  "roc-de-fer": "iron boulder",
+  "chef-de-fer": "iron crown",
+  "terapagos": "terapagos",
+  "pêchaminus": "pecharunt"
+}

generate-translation- name.py

@@ -0,0 +1,45 @@
+import requests
+import json
+import time
+
+def build_fr_to_en_map():
+    fr_to_en = {}
+    total_species = 1025  # nombre approximatif de Pokémon en 2025
+    print("⏳ Récupération des noms depuis PokéAPI...")
+
+    for species_id in range(1, total_species + 1):
+        url = f"https://pokeapi.co/api/v2/pokemon-species/{species_id}/"
+        try:
+            res = requests.get(url)
+            res.raise_for_status()
+            data = res.json()
+
+            name_en = None
+            name_fr = None
+            for entry in data["names"]:
+                lang = entry["language"]["name"]
+                if lang == "en":
+                    name_en = entry["name"]
+                elif lang == "fr":
+                    name_fr = entry["name"]
+
+            if name_en and name_fr:
+                fr_to_en[name_fr.lower()] = name_en.lower()
+
+            print(f"✅ {species_id}: {name_fr} ➝ {name_en}")
+            time.sleep(0.1)  # pour éviter de spam l'API
+
+        except Exception as e:
+            print(f"⚠️ Erreur à l'ID {species_id} : {e}")
+            continue
+
+    return fr_to_en
+
+if __name__ == "__main__":
+    mapping = build_fr_to_en_map()
+
+    # Sauvegarde dans un fichier JSON
+    with open("fr_to_en_pokemon.json", "w", encoding="utf-8") as f:
+        json.dump(mapping, f, ensure_ascii=False, indent=2)
+
+    print("\n✅ Fichier 'fr_to_en_pokemon.json' généré avec succès.")

import-data.py

@@ -0,0 +1,66 @@
+import torch
+from datasets import load_dataset
+from PIL import Image
+from io import BytesIO
+import requests
+import open_clip
+import chromadb
+
+# 1. Setup CLIP
+device = "cuda" if torch.cuda.is_available() else "cpu"
+model, _, preprocess = open_clip.create_model_and_transforms('ViT-B-32', pretrained='openai')
+model = model.to(device).eval()
+
+# 2. Load Pokémon cards dataset
+dataset = load_dataset("TheFusion21/PokemonCards", split="train")
+
+# 3. Setup ChromaDB client
+client = chromadb.PersistentClient(path="./chroma_db")
+collection = client.get_or_create_collection(
+    name="pokemon_cards_clip",
+    metadata={"hnsw:space": "cosine"}
+)
+
+# 4. Insert embeddings into ChromaDB if not already indexed
+if collection.count() == 0:
+    print("📦 Indexing images into ChromaDB...")
+
+    for i, entry in enumerate(dataset):
+        try:
+            url = entry.get("image_url")
+            if not url:
+                continue
+
+            # Téléchargement et prétraitement de l'image
+            response = requests.get(url, timeout=10)
+            image = Image.open(BytesIO(response.content)).convert("RGB")
+            image_input = preprocess(image).unsqueeze(0).to(device)
+
+            # Extraction de l'embedding
+            with torch.no_grad():
+                image_features = model.encode_image(image_input)
+                image_features /= image_features.norm(dim=-1, keepdim=True)
+
+            # Ajout dans la collection
+            collection.add(
+                ids=[f"card-{i}"],
+                embeddings=[image_features.squeeze().cpu().tolist()],
+                metadatas=[{
+                    "name": entry.get("name", ""),
+                    "set": entry.get("set_name", ""),
+                    "hp": entry.get("hp", ""),
+                    "image_url": url,
+                    "caption": entry.get("caption", "")
+                }]
+            )
+
+            if i % 100 == 0:
+                print(f"✅ {i} cartes indexées...")
+
+        except Exception as e:
+            print(f"❌ Erreur sur carte {i}: {e}")
+
+    print("✅ Indexation terminée.")
+
+else:
+    print("✅ Les embeddings sont déjà présents dans ChromaDB.")

pokedex.py

@@ -0,0 +1,233 @@
+import requests
+import math
+import json
+import os
+import chromadb
+
+with open("fr_to_en_pokemon.json", "r", encoding="utf-8") as f:
+    FR_TO_EN_MAP = json.load(f)
+    
+client = chromadb.PersistentClient(path="./chroma_db")
+collection = client.get_or_create_collection(name="pokemon_cards_clip")
+print(f"📦 Nombre de cartesen base : {collection.count()}")
+
+def get_english_name(pokemon_name: str) -> str:
+    name = pokemon_name.strip().lower().replace(" ", "-")
+
+    if name in [v.replace(" ", "-") for v in FR_TO_EN_MAP.values()]:
+        return name
+
+    english = FR_TO_EN_MAP.get(name)
+    if english:
+        return english.lower().replace(" ", "-")
+
+    return "❌ nom-non-reconnu"
+
+def calculate_stat(base, level, iv=31, ev=0, nature=1.0, stat_name="hp"):
+    if stat_name == "hp":
+        return math.floor(((2 * base + iv + (ev // 4)) * level) / 100) + level + 10
+    else:
+        return math.floor((((2 * base + iv + (ev // 4)) * level) / 100 + 5) * nature)
+
+def estimate_level_from_hp(observed_hp, base_hp, iv=31, ev=0, tolerance=1):
+    for level in range(1, 101):
+        computed_hp = math.floor(((2 * base_hp + iv + (ev // 4)) * level) / 100) + level + 10
+        if abs(computed_hp - observed_hp) <= tolerance:
+            return level
+    return None
+
+def get_base_hp(pokemon_name: str) -> int:
+    base_url = "https://pokeapi.co/api/v2/pokemon/"
+    try:
+        res = requests.get(base_url + pokemon_name.lower())
+        res.raise_for_status()
+        data = res.json()
+
+        # Trouver la stat HP
+        for stat in data["stats"]:
+            if stat["stat"]["name"] == "hp":
+                return stat["base_stat"]
+
+        raise ValueError("❌ Stat HP non trouvée.")
+    
+    except requests.exceptions.HTTPError:
+        raise ValueError("❌ Pokémon introuvable. Vérifie le nom.")
+    except Exception as e:
+        raise RuntimeError(f"⚠️ Erreur : {str(e)}")
+
+
+def get_move_details(move_url: str) -> dict:
+    res = requests.get(move_url)
+    res.raise_for_status()
+    move_data = res.json()
+
+    # Description in French if available, fallback to default
+    effect = next(
+        (entry['effect'] for entry in move_data['effect_entries'] if entry['language']['name'] == 'en'),
+        move_data['effect_entries'][0]['effect'] if move_data['effect_entries'] else "No known effect."
+    )
+
+    effect = effect.replace("$effect_chance", str(move_data.get("effect_chance", "")))
+
+    return {
+        "name": move_data['name'],
+        "type": move_data['type']['name'],
+        "power": move_data['power'],
+        "accuracy": move_data['accuracy'],
+        "category": move_data['damage_class']['name'],
+        "effect": effect
+    }
+
+def get_pokemon_info(pokemon_name: str, level=50, version_group='sword-shield') -> str:
+    base_url = "https://pokeapi.co/api/v2/"
+    try:
+        res_pokemon = requests.get(base_url + f"pokemon/{pokemon_name.lower()}")
+        res_pokemon.raise_for_status()
+        data = res_pokemon.json()
+
+        res_species = requests.get(base_url + f"pokemon-species/{pokemon_name.lower()}")
+        res_species.raise_for_status()
+        species = res_species.json()
+
+        evo_url = species['evolution_chain']['url']
+        res_evo = requests.get(evo_url)
+        res_evo.raise_for_status()
+        evolution_chain = res_evo.json()
+
+        name = data['name'].capitalize()
+        pokemon_id = data['id']
+        types = ", ".join([t['type']['name'].capitalize() for t in data['types']])
+        height = data['height'] / 10
+        weight = data['weight'] / 10
+        base_stats = {s['stat']['name']: s['base_stat'] for s in data['stats']}
+        stats_lv = {k: calculate_stat(v, level, stat_name=k) for k, v in base_stats.items()}
+
+        flavor_text = next(
+            (entry['flavor_text'].replace("\n", " ").replace("\f", " ")
+             for entry in species['flavor_text_entries']
+             if entry['language']['name'] == 'en'),
+            "No description available."
+        )
+
+        def get_evolutions(chain):
+            evols = [chain['species']['name'].capitalize()]
+            if chain['evolves_to']:
+                for evo in chain['evolves_to']:
+                    evols.extend(get_evolutions(evo))
+            return evols
+
+        def get_moves(data, level_max, version_group):
+            moves = []
+            for m in data['moves']:
+                for v in m['version_group_details']:
+                    if (
+                        v['version_group']['name'] == version_group and
+                        v['move_learn_method']['name'] == 'level-up' and
+                        v['level_learned_at'] <= level_max
+                    ):
+                        move_details = get_move_details(m['move']['url'])
+                        move_details['level'] = v['level_learned_at']
+                        moves.append(move_details)
+            moves.sort(key=lambda m: m['level'])
+            return moves
+
+        evolutions = get_evolutions(evolution_chain['chain'])
+        evolution_text = " → ".join(evolutions)
+
+        moves = get_moves(data, level, version_group)
+
+        # Markdown attack section
+        if moves:
+            moves_text = "\n".join([
+                f"### 🔹 Lv {m['level']} : **{m['name']}**\n"
+                f"- Type: {m['type'].capitalize()}  \n"
+                f"- Category: {m['category'].capitalize()}  \n"
+                f"- Power: {m['power'] or '—'}  \n"
+                f"- Accuracy: {m['accuracy'] or '—'}  \n"
+                f"- Effect: {m['effect']}"
+                for m in moves
+            ])
+        else:
+            moves_text = "No available moves at this level."
+            
+        card_image_url = get_card_image_url(pokemon_name)
+        card_image_md = f"![Carte Pokémon]({card_image_url})" if card_image_url else "_Carte non trouvée dans la base._"
+
+        markdown = f"""
+# 📘 Pokémon Sheet: **{name}** (#{pokemon_id})
+
+---
+
+{card_image_md}
+
+---
+
+**Type(s)**: {types}  
+**Height**: {height} m  
+**Weight**: {weight} kg  
+
+---
+
+## 🔢 Base Stats
+
+| Stat           | Value |
+|----------------|--------|
+| HP             | {base_stats['hp']} |
+| Attack         | {base_stats['attack']} |
+| Defense        | {base_stats['defense']} |
+| Sp. Atk        | {base_stats['special-attack']} |
+| Sp. Def        | {base_stats['special-defense']} |
+| Speed          | {base_stats['speed']} |
+
+---
+
+## 🎯 Stats at Level {level}
+
+| Stat           | Value |
+|----------------|--------|
+| HP             | {stats_lv['hp']} |
+| Attack         | {stats_lv['attack']} |
+| Defense        | {stats_lv['defense']} |
+| Sp. Atk        | {stats_lv['special-attack']} |
+| Sp. Def        | {stats_lv['special-defense']} |
+| Speed          | {stats_lv['speed']} |
+
+---
+
+## 🔁 Evolution Chain
+
+{evolution_text}
+
+---
+
+## 📜 Moves up to Level {level} (version: {version_group.replace('-', ' ').title()})
+
+{moves_text}
+
+---
+
+## 📖 Description
+
+> {flavor_text}
+"""
+        return markdown.strip()
+
+    except requests.exceptions.HTTPError:
+        return "❌ Pokémon not found. Check the name."
+    except Exception as e:
+        return f"⚠️ Error: {str(e)}"
+
+
+# Example usage
+#print(get_pokemon_info("scyther", level=50))
+
+
+def get_card_image_url(pokemon_name: str) -> str:
+    """
+    Recherche dans ChromaDB une carte dont le nom correspond au Pokémon donné.
+    Retourne l'URL de l'image ou None.
+    """
+    results = collection.get(where={"name": pokemon_name.capitalize()})
+    if results and results['metadatas']:
+        return results['metadatas'][0].get('image_url')
+    return None

requirements.txt

@@ -0,0 +1,3 @@
+gradio[mcp]
+easyocr
+chromadb