llama-index-packs-cohere-citation-chat


Namellama-index-packs-cohere-citation-chat JSON
Version 0.3.0 PyPI version JSON
download
home_pageNone
Summaryllama-index packs cohere_citation_chat integration
upload_time2024-08-22 16:45:11
maintainerEugeneLightsOn
docs_urlNone
authorYour Name
requires_python<4.0,>=3.8.1
licenseMIT
keywords chat citation cite cohere engine index
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            # Cohere Citations Chat Engine Pack

Creates and runs a custom `VectorStoreIndexWithCitationsChat` -- which provides the chat engine with documents/citation mode.
See the documentation [here](https://docs.cohere.com/docs/retrieval-augmented-generation-rag) and [here](https://docs.cohere.com/docs/retrieval-augmented-generation-rag).

## CLI Usage

You can download llamapacks directly using `llamaindex-cli`, which comes installed with the `llama-index` python package:

```bash
llamaindex-cli download-llamapack CohereCitationChatEnginePack --download-dir ./cohere_citation_chat_pack
```

You can then inspect the files at `./cohere_citation_chat_pack` and use them as a template for your own project!

You can also directly install it if you don't want to look at/inspect the source code:

```bash
pip install llama-index-packs-cohere-citation-chat
```

## Code Usage

You can download the pack to the `./cohere_citation_chat_pack` directory:

```python
from llama_index.readers.web import SimpleWebPageReader
from llama_index.core.llama_pack import download_llama_pack

# download and install dependencies
CohereCitationChatEnginePack = download_llama_pack(
    "CohereCitationChatEnginePack", "./cohere_citation_chat_pack"
)
documents = SimpleWebPageReader().load_data(
    [
        "https://raw.githubusercontent.com/jerryjliu/llama_index/adb054429f642cc7bbfcb66d4c232e072325eeab/examples/paul_graham_essay/data/paul_graham_essay.txt"
    ]
)
cohere_citation_chat_pack = CohereCitationChatEnginePack(
    documents=documents, cohere_api_key="your-api-key"
)
chat_engine = cohere_citation_chat_pack.run()
response = chat_engine.chat("What can you tell me about LLMs?")

# print chat response
print(response)

# print documents
print(response.documents)

# print citations
print(response.citations)
```

See the [notebook on llama](https://github.com/run-llama/llama_index/blob/main/llama-index-packs/llama-index-packs-cohere-citation-chat/examples/cohere_citation_chat_example.ipynb) for a full example.

            

Raw data

            {
    "_id": null,
    "home_page": null,
    "name": "llama-index-packs-cohere-citation-chat",
    "maintainer": "EugeneLightsOn",
    "docs_url": null,
    "requires_python": "<4.0,>=3.8.1",
    "maintainer_email": null,
    "keywords": "chat, citation, cite, cohere, engine, index",
    "author": "Your Name",
    "author_email": "you@example.com",
    "download_url": "https://files.pythonhosted.org/packages/fa/df/e19a6b5ec0ac0e81488e0964adb3b980ba5a35b1a293044aa8ff9826c60b/llama_index_packs_cohere_citation_chat-0.3.0.tar.gz",
    "platform": null,
    "description": "# Cohere Citations Chat Engine Pack\n\nCreates and runs a custom `VectorStoreIndexWithCitationsChat` -- which provides the chat engine with documents/citation mode.\nSee the documentation [here](https://docs.cohere.com/docs/retrieval-augmented-generation-rag) and [here](https://docs.cohere.com/docs/retrieval-augmented-generation-rag).\n\n## CLI Usage\n\nYou can download llamapacks directly using `llamaindex-cli`, which comes installed with the `llama-index` python package:\n\n```bash\nllamaindex-cli download-llamapack CohereCitationChatEnginePack --download-dir ./cohere_citation_chat_pack\n```\n\nYou can then inspect the files at `./cohere_citation_chat_pack` and use them as a template for your own project!\n\nYou can also directly install it if you don't want to look at/inspect the source code:\n\n```bash\npip install llama-index-packs-cohere-citation-chat\n```\n\n## Code Usage\n\nYou can download the pack to the `./cohere_citation_chat_pack` directory:\n\n```python\nfrom llama_index.readers.web import SimpleWebPageReader\nfrom llama_index.core.llama_pack import download_llama_pack\n\n# download and install dependencies\nCohereCitationChatEnginePack = download_llama_pack(\n    \"CohereCitationChatEnginePack\", \"./cohere_citation_chat_pack\"\n)\ndocuments = SimpleWebPageReader().load_data(\n    [\n        \"https://raw.githubusercontent.com/jerryjliu/llama_index/adb054429f642cc7bbfcb66d4c232e072325eeab/examples/paul_graham_essay/data/paul_graham_essay.txt\"\n    ]\n)\ncohere_citation_chat_pack = CohereCitationChatEnginePack(\n    documents=documents, cohere_api_key=\"your-api-key\"\n)\nchat_engine = cohere_citation_chat_pack.run()\nresponse = chat_engine.chat(\"What can you tell me about LLMs?\")\n\n# print chat response\nprint(response)\n\n# print documents\nprint(response.documents)\n\n# print citations\nprint(response.citations)\n```\n\nSee the [notebook on llama](https://github.com/run-llama/llama_index/blob/main/llama-index-packs/llama-index-packs-cohere-citation-chat/examples/cohere_citation_chat_example.ipynb) for a full example.\n",
    "bugtrack_url": null,
    "license": "MIT",
    "summary": "llama-index packs cohere_citation_chat integration",
    "version": "0.3.0",
    "project_urls": null,
    "split_keywords": [
        "chat",
        " citation",
        " cite",
        " cohere",
        " engine",
        " index"
    ],
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "df3b313ef07428e9e567b8de0fbde5d84f3d979a400861cb309e16eb6eada96c",
                "md5": "1fe45468547aa34ab555d6e9b154a321",
                "sha256": "3392d00ce8c03956036182824ad0fb5b086e9865df3b5841451485eb07a2332b"
            },
            "downloads": -1,
            "filename": "llama_index_packs_cohere_citation_chat-0.3.0-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "1fe45468547aa34ab555d6e9b154a321",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": "<4.0,>=3.8.1",
            "size": 7831,
            "upload_time": "2024-08-22T16:45:10",
            "upload_time_iso_8601": "2024-08-22T16:45:10.849091Z",
            "url": "https://files.pythonhosted.org/packages/df/3b/313ef07428e9e567b8de0fbde5d84f3d979a400861cb309e16eb6eada96c/llama_index_packs_cohere_citation_chat-0.3.0-py3-none-any.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "fadfe19a6b5ec0ac0e81488e0964adb3b980ba5a35b1a293044aa8ff9826c60b",
                "md5": "c0cd27795dcbbb4b9502a6ff767e70f2",
                "sha256": "4e7efe599da561f8b4f075096fe4b463664966cb09b58280b6851148cc8130c3"
            },
            "downloads": -1,
            "filename": "llama_index_packs_cohere_citation_chat-0.3.0.tar.gz",
            "has_sig": false,
            "md5_digest": "c0cd27795dcbbb4b9502a6ff767e70f2",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": "<4.0,>=3.8.1",
            "size": 7071,
            "upload_time": "2024-08-22T16:45:11",
            "upload_time_iso_8601": "2024-08-22T16:45:11.965040Z",
            "url": "https://files.pythonhosted.org/packages/fa/df/e19a6b5ec0ac0e81488e0964adb3b980ba5a35b1a293044aa8ff9826c60b/llama_index_packs_cohere_citation_chat-0.3.0.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "upload_time": "2024-08-22 16:45:11",
    "github": false,
    "gitlab": false,
    "bitbucket": false,
    "codeberg": false,
    "lcname": "llama-index-packs-cohere-citation-chat"
}
        
Elapsed time: 0.32205s