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Semantic Search for Detections (#11899)

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* Initial re-implementation of semantic search

* put docker-compose back and make reindex match docs

* remove debug code and fix import

* fix docs

* manually build pysqlite3 as binaries are only available for x86-64

* update comment in build_pysqlite3.sh

* only embed objects

* better error handling when genai fails

* ask ollama to pull requested model at startup

* update ollama docs

* address some PR review comments

* fix lint

* use IPC to write description, update docs for reindex

* remove gemini-pro-vision from docs as it will be unavailable soon

* fix OpenAI doc available models

* fix api error in gemini and metadata for embeddings
This commit is contained in:
Jason Hunter
2024-06-21 17:30:19 -04:00
committed by Nicolas Mowen
parent f4f3cfa911
commit 36cbffcc5e
48 changed files with 1244 additions and 166 deletions
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7
docker/main/requirements-wheels.txt
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@@ -30,3 +30,10 @@ ws4py == 0.5.*
unidecode == 1.3.*
onnxruntime == 1.18.*
openvino == 2024.1.*
# Embeddings
onnx_clip == 4.0.*
chromadb == 0.5.0
# Generative AI
google-generativeai == 0.6.*
ollama == 0.2.*
openai == 1.30.*