api_flow.svg

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<title>FastAPI_AI_Agent</title>
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<g id="clust1" class="cluster">
<title>cluster_client</title>
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<text xml:space="preserve" text-anchor="middle" x="1467" y="-614" font-family="Times,serif" font-size="14.00">Client Layer</text>
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<g id="clust2" class="cluster">
<title>cluster_middleware</title>
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<text xml:space="preserve" text-anchor="middle" x="1467" y="-518.2" font-family="Times,serif" font-size="14.00">Middleware</text>
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<g id="clust3" class="cluster">
<title>cluster_endpoints</title>
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<text xml:space="preserve" text-anchor="middle" x="1519.5" y="-416.8" font-family="Times,serif" font-size="14.00">API Endpoints</text>
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<g id="clust4" class="cluster">
<title>cluster_services</title>
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<text xml:space="preserve" text-anchor="middle" x="1858" y="-304.4" font-family="Times,serif" font-size="14.00">Service Layer</text>
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<g id="clust5" class="cluster">
<title>cluster_tools</title>
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<text xml:space="preserve" text-anchor="middle" x="2251" y="-192" font-family="Times,serif" font-size="14.00">Agent Tools</text>
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<g id="clust6" class="cluster">
<title>cluster_external</title>
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<text xml:space="preserve" text-anchor="middle" x="2491.5" y="-82.2" font-family="Times,serif" font-size="14.00">External Services</text>
</g>
<g id="clust7" class="cluster">
<title>cluster_databases</title>
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<text xml:space="preserve" text-anchor="middle" x="1630" y="-90.6" font-family="Times,serif" font-size="14.00">Data Storage</text>
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<g id="clust8" class="cluster">
<title>cluster_ingestion</title>
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<text xml:space="preserve" text-anchor="middle" x="3104" y="-414" font-family="Times,serif" font-size="14.00">Data Ingestion Flow</text>
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<g id="clust9" class="cluster">
<title>cluster_legend</title>
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<text xml:space="preserve" text-anchor="middle" x="3242" y="-614" font-family="Times,serif" font-size="14.00">Legend</text>
</g>
<!-- client -->
<g id="node1" class="node">
<title>client</title>
<polygon fill="skyblue" stroke="black" points="1516.41,-597.8 1417.59,-597.8 1417.59,-561.8 1516.41,-561.8 1516.41,-597.8"/>
<text xml:space="preserve" text-anchor="middle" x="1467" y="-575.6" font-family="Times,serif" font-size="14.00">Client Request</text>
</g>
<!-- middleware -->
<g id="node2" class="node">
<title>middleware</title>
<polygon fill="yellow" stroke="black" points="1552.77,-502 1381.23,-502 1381.23,-460.4 1552.77,-460.4 1552.77,-502"/>
<text xml:space="preserve" text-anchor="middle" x="1467" y="-485.4" font-family="Times,serif" font-size="14.00">Success Flag Middleware</text>
<text xml:space="preserve" text-anchor="middle" x="1467" y="-468.6" font-family="Times,serif" font-size="14.00">(Add success flag to JSON)</text>
</g>
<!-- client&#45;&gt;middleware -->
<g id="edge1" class="edge">
<title>client-&gt;middleware</title>
<path fill="none" stroke="black" d="M1467,-561.53C1467,-548.3 1467,-529.67 1467,-513.8"/>
<polygon fill="black" stroke="black" points="1470.5,-513.84 1467,-503.84 1463.5,-513.84 1470.5,-513.84"/>
</g>
<!-- session_create -->
<g id="node3" class="node">
<title>session_create</title>
<polygon fill="lightgreen" stroke="black" points="773.07,-400.6 664.93,-400.6 664.93,-359 773.07,-359 773.07,-400.6"/>
<text xml:space="preserve" text-anchor="middle" x="719" y="-384" font-family="Times,serif" font-size="14.00">POST /sessions</text>
<text xml:space="preserve" text-anchor="middle" x="719" y="-367.2" font-family="Times,serif" font-size="14.00">(Create Session)</text>
</g>
<!-- middleware&#45;&gt;session_create -->
<g id="edge2" class="edge">
<title>middleware-&gt;session_create</title>
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</g>
<!-- session_list -->
<g id="node4" class="node">
<title>session_list</title>
<polygon fill="lightgreen" stroke="black" points="1659.42,-400.6 1560.58,-400.6 1560.58,-359 1659.42,-359 1659.42,-400.6"/>
<text xml:space="preserve" text-anchor="middle" x="1610" y="-384" font-family="Times,serif" font-size="14.00">GET /sessions</text>
<text xml:space="preserve" text-anchor="middle" x="1610" y="-367.2" font-family="Times,serif" font-size="14.00">(List Sessions)</text>
</g>
<!-- middleware&#45;&gt;session_list -->
<g id="edge3" class="edge">
<title>middleware-&gt;session_list</title>
<path fill="none" stroke="black" d="M1507.41,-460.02C1521.6,-452.33 1537.4,-443.08 1551,-433.4 1561.34,-426.05 1571.91,-417.14 1581.19,-408.77"/>
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<!-- session_delete -->
<g id="node5" class="node">
<title>session_delete</title>
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<text xml:space="preserve" text-anchor="middle" x="1467" y="-384" font-family="Times,serif" font-size="14.00">DELETE /sessions/{id}</text>
<text xml:space="preserve" text-anchor="middle" x="1467" y="-367.2" font-family="Times,serif" font-size="14.00">(Delete Session)</text>
</g>
<!-- middleware&#45;&gt;session_delete -->
<g id="edge4" class="edge">
<title>middleware-&gt;session_delete</title>
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<polygon fill="black" stroke="black" points="1470.5,-412.4 1467,-402.4 1463.5,-412.4 1470.5,-412.4"/>
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<!-- session_history -->
<g id="node6" class="node">
<title>session_history</title>
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<text xml:space="preserve" text-anchor="middle" x="1761" y="-384" font-family="Times,serif" font-size="14.00">GET /sessions/{id}/history</text>
<text xml:space="preserve" text-anchor="middle" x="1761" y="-367.2" font-family="Times,serif" font-size="14.00">(Chat History)</text>
</g>
<!-- middleware&#45;&gt;session_history -->
<g id="edge5" class="edge">
<title>middleware-&gt;session_history</title>
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<!-- session_title -->
<g id="node7" class="node">
<title>session_title</title>
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<text xml:space="preserve" text-anchor="middle" x="1122" y="-384" font-family="Times,serif" font-size="14.00">PUT /sessions/{id}/title</text>
<text xml:space="preserve" text-anchor="middle" x="1122" y="-367.2" font-family="Times,serif" font-size="14.00">(Update Title)</text>
</g>
<!-- middleware&#45;&gt;session_title -->
<g id="edge6" class="edge">
<title>middleware-&gt;session_title</title>
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</g>
<!-- bot_main -->
<g id="node8" class="node">
<title>bot_main</title>
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<text xml:space="preserve" text-anchor="middle" x="2099" y="-384" font-family="Times,serif" font-size="14.00">POST /bot</text>
<text xml:space="preserve" text-anchor="middle" x="2099" y="-367.2" font-family="Times,serif" font-size="14.00">(Main Chat Bot)</text>
</g>
<!-- middleware&#45;&gt;bot_main -->
<g id="edge7" class="edge">
<title>middleware-&gt;bot_main</title>
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<!-- chat_docs -->
<g id="node9" class="node">
<title>chat_docs</title>
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<text xml:space="preserve" text-anchor="middle" x="2950" y="-384" font-family="Times,serif" font-size="14.00">POST /chat-documents</text>
<text xml:space="preserve" text-anchor="middle" x="2950" y="-367.2" font-family="Times,serif" font-size="14.00">(Document Search)</text>
</g>
<!-- middleware&#45;&gt;chat_docs -->
<g id="edge8" class="edge">
<title>middleware-&gt;chat_docs</title>
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<!-- list_projects -->
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<title>list_projects</title>
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<text xml:space="preserve" text-anchor="middle" x="2615" y="-384" font-family="Times,serif" font-size="14.00">POST /list-projects</text>
<text xml:space="preserve" text-anchor="middle" x="2615" y="-367.2" font-family="Times,serif" font-size="14.00">(Project List)</text>
</g>
<!-- middleware&#45;&gt;list_projects -->
<g id="edge9" class="edge">
<title>middleware-&gt;list_projects</title>
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<polygon fill="black" stroke="black" points="2588.4,-410.97 2593.74,-401.82 2583.86,-405.64 2588.4,-410.97"/>
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<!-- pandas_agent -->
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<title>pandas_agent</title>
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<text xml:space="preserve" text-anchor="middle" x="2266" y="-384" font-family="Times,serif" font-size="14.00">POST /chat-with-pandas-agent</text>
<text xml:space="preserve" text-anchor="middle" x="2266" y="-367.2" font-family="Times,serif" font-size="14.00">(Data Analysis)</text>
</g>
<!-- middleware&#45;&gt;pandas_agent -->
<g id="edge10" class="edge">
<title>middleware-&gt;pandas_agent</title>
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<!-- col_create -->
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<title>col_create</title>
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<text xml:space="preserve" text-anchor="middle" x="78" y="-384" font-family="Times,serif" font-size="14.00">POST /collections</text>
<text xml:space="preserve" text-anchor="middle" x="78" y="-367.2" font-family="Times,serif" font-size="14.00">(Create Collection)</text>
</g>
<!-- middleware&#45;&gt;col_create -->
<g id="edge11" class="edge">
<title>middleware-&gt;col_create</title>
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<!-- col_list -->
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<title>col_list</title>
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<text xml:space="preserve" text-anchor="middle" x="215" y="-384" font-family="Times,serif" font-size="14.00">GET /collections</text>
<text xml:space="preserve" text-anchor="middle" x="215" y="-367.2" font-family="Times,serif" font-size="14.00">(List Collections)</text>
</g>
<!-- middleware&#45;&gt;col_list -->
<g id="edge12" class="edge">
<title>middleware-&gt;col_list</title>
<path fill="none" stroke="black" d="M1380.84,-477.65C1203.92,-472.27 786.89,-458.91 437,-442.4 367.63,-439.13 345.87,-458.21 281,-433.4 266.75,-427.95 253.16,-418.23 242.07,-408.61"/>
<polygon fill="black" stroke="black" points="244.6,-406.18 234.86,-402.03 239.88,-411.35 244.6,-406.18"/>
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<!-- col_search -->
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<title>col_search</title>
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<text xml:space="preserve" text-anchor="middle" x="1294" y="-384" font-family="Times,serif" font-size="14.00">GET /search/{collection}</text>
<text xml:space="preserve" text-anchor="middle" x="1294" y="-367.2" font-family="Times,serif" font-size="14.00">(Search Collection)</text>
</g>
<!-- middleware&#45;&gt;col_search -->
<g id="edge13" class="edge">
<title>middleware-&gt;col_search</title>
<path fill="none" stroke="black" d="M1430.5,-460.13C1415.71,-451.93 1398.49,-442.29 1383,-433.4 1368.08,-424.83 1351.85,-415.31 1337.38,-406.74"/>
<polygon fill="black" stroke="black" points="1339.38,-403.85 1328.99,-401.76 1335.8,-409.87 1339.38,-403.85"/>
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<!-- col_ingest -->
<g id="node15" class="node">
<title>col_ingest</title>
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<text xml:space="preserve" text-anchor="middle" x="1945" y="-384" font-family="Times,serif" font-size="14.00">POST /ingest/{collection}</text>
<text xml:space="preserve" text-anchor="middle" x="1945" y="-367.2" font-family="Times,serif" font-size="14.00">(Ingest File)</text>
</g>
<!-- middleware&#45;&gt;col_ingest -->
<g id="edge14" class="edge">
<title>middleware-&gt;col_ingest</title>
<path fill="none" stroke="black" d="M1552.95,-479.63C1632.84,-476.83 1754.18,-466.73 1854,-433.4 1872.63,-427.18 1891.69,-416.89 1907.51,-407.05"/>
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<!-- dataset_info -->
<g id="node16" class="node">
<title>dataset_info</title>
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<text xml:space="preserve" text-anchor="middle" x="2457" y="-384" font-family="Times,serif" font-size="14.00">POST /fetch-dataset-info</text>
<text xml:space="preserve" text-anchor="middle" x="2457" y="-367.2" font-family="Times,serif" font-size="14.00">(Dataset Info)</text>
</g>
<!-- middleware&#45;&gt;dataset_info -->
<g id="edge15" class="edge">
<title>middleware-&gt;dataset_info</title>
<path fill="none" stroke="black" d="M1553,-478.13C1763.55,-472.72 2293.32,-456.93 2370,-433.4 2388.27,-427.79 2406.65,-417.52 2421.78,-407.53"/>
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<!-- setup_datasets -->
<g id="node17" class="node">
<title>setup_datasets</title>
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<text xml:space="preserve" text-anchor="middle" x="2777" y="-384" font-family="Times,serif" font-size="14.00">POST /setup-user-datasets</text>
<text xml:space="preserve" text-anchor="middle" x="2777" y="-367.2" font-family="Times,serif" font-size="14.00">(Setup Datasets)</text>
</g>
<!-- middleware&#45;&gt;setup_datasets -->
<g id="edge16" class="edge">
<title>middleware-&gt;setup_datasets</title>
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<!-- health -->
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<title>health</title>
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<text xml:space="preserve" text-anchor="middle" x="473" y="-384" font-family="Times,serif" font-size="14.00">GET /health</text>
<text xml:space="preserve" text-anchor="middle" x="473" y="-367.2" font-family="Times,serif" font-size="14.00">(Health Check)</text>
</g>
<!-- middleware&#45;&gt;health -->
<g id="edge17" class="edge">
<title>middleware-&gt;health</title>
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<!-- redis_info -->
<g id="node19" class="node">
<title>redis_info</title>
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<text xml:space="preserve" text-anchor="middle" x="594" y="-384" font-family="Times,serif" font-size="14.00">GET /redis-info</text>
<text xml:space="preserve" text-anchor="middle" x="594" y="-367.2" font-family="Times,serif" font-size="14.00">(Redis Info)</text>
</g>
<!-- middleware&#45;&gt;redis_info -->
<g id="edge18" class="edge">
<title>middleware-&gt;redis_info</title>
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<polygon fill="black" stroke="black" points="622.07,-406.5 612.46,-402.03 617.19,-411.51 622.07,-406.5"/>
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<!-- qdrant_info -->
<g id="node20" class="node">
<title>qdrant_info</title>
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<text xml:space="preserve" text-anchor="middle" x="347" y="-384" font-family="Times,serif" font-size="14.00">GET /qdrant-info</text>
<text xml:space="preserve" text-anchor="middle" x="347" y="-367.2" font-family="Times,serif" font-size="14.00">(Qdrant Info)</text>
</g>
<!-- middleware&#45;&gt;qdrant_info -->
<g id="edge19" class="edge">
<title>middleware-&gt;qdrant_info</title>
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<!-- delete_user -->
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<title>delete_user</title>
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<title>bot_main-&gt;auth_service</title>
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<text xml:space="preserve" text-anchor="middle" x="2487" y="-142.4" font-family="Times,serif" font-size="14.00">(HuggingFace API)</text>
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<title>chat_docs-&gt;doc_search_tool</title>
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<text xml:space="preserve" text-anchor="middle" x="2338" y="-142.4" font-family="Times,serif" font-size="14.00">(IngenSpark API)</text>
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<!-- list_projects&#45;&gt;project_tool -->
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<title>list_projects-&gt;project_tool</title>
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<!-- col_create&#45;&gt;qdrant -->
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<title>col_create-&gt;qdrant</title>
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<title>col_search-&gt;embedding_service</title>
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<title>col_search-&gt;qdrant</title>
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<title>col_ingest-&gt;file_service</title>
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<title>col_ingest-&gt;embedding_service</title>
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<title>col_ingest-&gt;qdrant</title>
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<title>col_ingest-&gt;file_upload</title>
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<title>ingensp_api2</title>
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<text xml:space="preserve" text-anchor="middle" x="2706" y="-49.4" font-family="Times,serif" font-size="14.00">IngenSpark API</text>
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