# zilliztech/akcio

<https://repo.masters-masters.com/en/repos/zilliztech/akcio>

[Home](https://repo.masters-masters.com/en) › [zilliztech](https://repo.masters-masters.com/en/owners/zilliztech) › [akcio](https://repo.masters-masters.com/en/repos/zilliztech/akcio)

zilliztech/akcio has 257 stars on GitHub. Its RepoMasters card: Alpha tier. Akcio is a demonstration project for Retrieval Augmented Generation (RAG). It…

| Field | Value |
| --- | --- |
| Owner | [zilliztech](https://repo.masters-masters.com/en/owners/zilliztech) |
| Stars | 257 |
| Forks | 40 |
| Language | [Python](https://repo.masters-masters.com/en/languages/python) |
| License | None |
| Created | 2023 |
| Topics | chatbot, chatgpt, dolly, ernie-bot, langchain, llm, milvus, minimax, openai, retrieval-augmented-generation |
| Tier | [Alpha (250 to 699 ★)](https://repo.masters-masters.com/en/ranks/b_movie) |
| View on GitHub | [zilliztech/akcio](https://github.com/zilliztech/akcio) |

## Repository

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.

The tier for repos with 250 to 699 ★. Published odds per card pulled: 20%. Rarity: Uncommon.

## More repos by zilliztech

- [zilliztech/claude-context · ★ 12,667 · TypeScript · Stable](https://repo.masters-masters.com/en/repos/zilliztech/claude-context)
- [zilliztech/deep-searcher · ★ 8,380 · Python · Stable](https://repo.masters-masters.com/en/repos/zilliztech/deep-searcher)
- [zilliztech/GPTCache · ★ 8,221 · Python · Stable](https://repo.masters-masters.com/en/repos/zilliztech/GPTCache)
- [zilliztech/attu · ★ 3,229 · Shell · RC](https://repo.masters-masters.com/en/repos/zilliztech/attu)
- [zilliztech/memsearch · ★ 2,820 · Python · RC](https://repo.masters-masters.com/en/repos/zilliztech/memsearch)
- [zilliztech/VectorDBBench · ★ 1,200 · Python · Beta](https://repo.masters-masters.com/en/repos/zilliztech/VectorDBBench)

## Nearby in Python

- [JodieRuth/GalgameCharacterSkills · ★ 257 · Python · Alpha](https://repo.masters-masters.com/en/repos/JodieRuth/GalgameCharacterSkills)
- [vinnavannewton/project-monitorize · ★ 257 · Python · Alpha](https://repo.masters-masters.com/en/repos/vinnavannewton/project-monitorize)
- [wh000wh000/awesome-claude-mods · ★ 257 · Python · Alpha](https://repo.masters-masters.com/en/repos/wh000wh000/awesome-claude-mods)
- [orestis/pysmell · ★ 257 · Python · Alpha](https://repo.masters-masters.com/en/repos/orestis/pysmell)
- [simos/keyboardlayouteditor · ★ 257 · Python · Alpha](https://repo.masters-masters.com/en/repos/simos/keyboardlayouteditor)
- [willhardy/django-seo · ★ 257 · Python · Alpha](https://repo.masters-masters.com/en/repos/willhardy/django-seo)

---
Data: GitHub · Illustration drawn by RepoMasters from the repo’s ID and its language color.