zilliztech / akcio

Akcio is a demonstration project for Retrieval Augmented Generation (RAG). It leverages the power of LLM to generate responses and uses vector databases to fetch relevant documents to enhance the quality and relevance of the output.

Date Created 2023-05-23 (about a year ago)

Commits 95 (last one about a year ago)

Stargazers 253 (1 this week)

Watchers 12 (0 this week)

Forks 39

License other

Ranking

RepositoryStats indexes 595,856 repositories, of these zilliztech/akcio is ranked #152,782 (74th percentile) for total stargazers, and #178,842 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #26,736/119,431.

zilliztech/akcio is also tagged with popular topics, for these it's ranked: llm (#1,052/2913), chatgpt (#887/2556), nlp (#869/2430), openai (#730/2250), artificial-intelligence (#766/2113), chatbot (#406/1216), fastapi (#195/776), langchain (#199/667), embeddings (#129/344), retrieval-augmented-generation (#77/189), semantic-search (#53/130)

Other Information

zilliztech/akcio has 1 open pull request on Github, 78 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 6 open issues and 7 closed issues.

Homepage URL: https://github.com/zilliztech/akcio/wiki

All Topics

llm nlp dolly gradio milvus openai towhee chatbot chatgpt fastapi minimax ernie-bot langchain embeddings semantic-search retrieval-chatbot artificial-intelligence retrieval-augmented-generation

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Recent Commit History

95 commits on the default branch (main) since jan '22

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Languages

The primary language is Python but there's also others...

updated: 2024-12-21 @ 12:13pm, id: 644193193 / R_kgDOJmWbqQ