Python txtai

Open-source Python projects categorized as txtai
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Topics: Python Search NLP Machine Learning semantic-search
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Top 6 Python txtai Projects

txtai

  • txtai

    💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

    • Project mention: Show HN: FileKitty – Combine and label text files for LLM prompt contexts | news.ycombinator.com | 2024-05-01

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  • paperai

    📄 🤖 Semantic search and workflows for medical/scientific papers

    • Project mention: WARC-GPT: An Open-Source Tool for Exploring Web Archives Using AI | news.ycombinator.com | 2024-06-09

    ... thought I had seen this but that was paper-ai; https://news.ycombinator.com/item?id=39363115 : gh topic: pdfgpt

    neuml/paperai has a YAML report definition schema: https://github.com/neuml/paperai : > Semantic search and workflows for medical/scientific paper :

      python -m paperai.report report.yml 50 md

  • codequestion

    🔎 Semantic search for developers

  • tldrstory

    📊 Semantic search for headlines and story text

  • txtchat

    💭 Retrieval augmented generation (RAG) and language model powered search applications

  • weaviate-txtai

    An integration of the weaviate vector search engine with txtai

    • Project mention: External database integration | dev.to | 2023-09-07

    As mentioned previously, all of the main components of txtai can be replaced with custom components. For example, there are external integrations for storing dense vectors in Weaviate and Qdrant to name a few.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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What are some of the best open-source txtai projects in Python? This list will help you:

Project Stars
1 txtai 7,265
2 paperai 1,215
3 codequestion 515
4 tldrstory 348
5 txtchat 229
6 weaviate-txtai 7

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