Files
kotaemon/libs/ktem/ktem/pages/help.py
Tuan Anh Nguyen Dang (Tadashi_Cin) 2570e11501 feat: merge develop (#123)
* Support hybrid vector retrieval

* Enable figures and table reading in Azure DI

* Retrieve with multi-modal

* Fix mixing up table

* Add txt loader

* Add Anthropic Chat

* Raising error when retrieving help file

* Allow same filename for different people if private is True

* Allow declaring extra LLM vendors

* Show chunks on the File page

* Allow elasticsearch to get more docs

* Fix Cohere response (#86)

* Fix Cohere response

* Remove Adobe pdfservice from dependency

kotaemon doesn't rely more pdfservice for its core functionality,
and pdfservice uses very out-dated dependency that causes conflict.

---------

Co-authored-by: trducng <trungduc1992@gmail.com>

* Add confidence score (#87)

* Save question answering data as a log file

* Save the original information besides the rewritten info

* Export Cohere relevance score as confidence score

* Fix style check

* Upgrade the confidence score appearance (#90)

* Highlight the relevance score

* Round relevance score. Get key from config instead of env

* Cohere return all scores

* Display relevance score for image

* Remove columns and rows in Excel loader which contains all NaN (#91)

* remove columns and rows which contains all NaN

* back to multiple joiner options

* Fix style

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Co-authored-by: linhnguyen-cinnamon <cinmc0019@CINMC0019-LinhNguyen.local>
Co-authored-by: trducng <trungduc1992@gmail.com>

* Track retriever state

* Bump llama-index version 0.10

* feat/save-azuredi-mhtml-to-markdown (#93)

* feat/save-azuredi-mhtml-to-markdown

* fix: replace os.path to pathlib change theflow.settings

* refactor: base on pre-commit

* chore: move the func of saving content markdown above removed_spans

---------

Co-authored-by: jacky0218 <jacky0218@github.com>

* fix: losing first chunk (#94)

* fix: losing first chunk.

* fix: update the method of preventing losing chunks

---------

Co-authored-by: jacky0218 <jacky0218@github.com>

* fix: adding the base64 image in markdown (#95)

* feat: more chunk info on UI

* fix: error when reindexing files

* refactor: allow more information exception trace when using gpt4v

* feat: add excel reader that treats each worksheet as a document

* Persist loader information when indexing file

* feat: allow hiding unneeded setting panels

* feat: allow specific timezone when creating conversation

* feat: add more confidence score (#96)

* Allow a list of rerankers

* Export llm reranking score instead of filter with boolean

* Get logprobs from LLMs

* Rename cohere reranking score

* Call 2 rerankers at once

* Run QA pipeline for each chunk to get qa_score

* Display more relevance scores

* Define another LLMScoring instead of editing the original one

* Export logprobs instead of probs

* Call LLMScoring

* Get qa_score only in the final answer

* feat: replace text length with token in file list

* ui: show index name instead of id in the settings

* feat(ai): restrict the vision temperature

* fix(ui): remove the misleading message about non-retrieved evidences

* feat(ui): show the reasoning name and description in the reasoning setting page

* feat(ui): show version on the main windows

* feat(ui): show default llm name in the setting page

* fix(conf): append the result of doc in llm_scoring (#97)

* fix: constraint maximum number of images

* feat(ui): allow filter file by name in file list page

* Fix exceeding token length error for OpenAI embeddings by chunking then averaging (#99)

* Average embeddings in case the text exceeds max size

* Add docstring

* fix: Allow empty string when calling embedding

* fix: update trulens LLM ranking score for retrieval confidence, improve citation (#98)

* Round when displaying not by default

* Add LLMTrulens reranking model

* Use llmtrulensscoring in pipeline

* fix: update UI display for trulen score

---------

Co-authored-by: taprosoft <tadashi@cinnamon.is>

* feat: add question decomposition & few-shot rewrite pipeline (#89)

* Create few-shot query-rewriting. Run and display the result in info_panel

* Fix style check

* Put the functions to separate modules

* Add zero-shot question decomposition

* Fix fewshot rewriting

* Add default few-shot examples

* Fix decompose question

* Fix importing rewriting pipelines

* fix: update decompose logic in fullQA pipeline

---------

Co-authored-by: taprosoft <tadashi@cinnamon.is>

* fix: add encoding utf-8 when save temporal markdown in vectorIndex (#101)

* fix: improve retrieval pipeline and relevant score display (#102)

* fix: improve retrieval pipeline by extending first round top_k with multiplier

* fix: minor fix

* feat: improve UI default settings and add quick switch option for pipeline

* fix: improve agent logics (#103)

* fix: improve agent progres display

* fix: update retrieval logic

* fix: UI display

* fix: less verbose debug log

* feat: add warning message for low confidence

* fix: LLM scoring enabled by default

* fix: minor update logics

* fix: hotfix image citation

* feat: update docx loader for handle merged table cells + handle zip file upload (#104)

* feat: update docx loader for handle merged table cells

* feat: handle zip file

* refactor: pre-commit

* fix: escape text in download UI

* feat: optimize vector store query db (#105)

* feat: optimize vector store query db

* feat: add file_id to chroma metadatas

* feat: remove unnecessary logs and update migrate script

* feat: iterate through file index

* fix: remove unused code

---------

Co-authored-by: taprosoft <tadashi@cinnamon.is>

* fix: add openai embedidng exponential back-off

* fix: update import download_loader

* refactor: codespell

* fix: update some default settings

* fix: update installation instruction

* fix: default chunk length in simple QA

* feat: add share converstation feature and enable retrieval history (#108)

* feat: add share converstation feature and enable retrieval history

* fix: update share conversation UI

---------

Co-authored-by: taprosoft <tadashi@cinnamon.is>

* fix: allow exponential backoff for failed OCR call (#109)

* fix: update default prompt when no retrieval is used

* fix: create embedding for long image chunks

* fix: add exception handling for additional table retriever

* fix: clean conversation & file selection UI

* fix: elastic search with empty doc_ids

* feat: add thumbnail PDF reader for quick multimodal QA

* feat: add thumbnail handling logic in indexing

* fix: UI text update

* fix: PDF thumb loader page number logic

* feat: add quick indexing pipeline and update UI

* feat: add conv name suggestion

* fix: minor UI change

* feat: citation in thread

* fix: add conv name suggestion in regen

* chore: add assets for usage doc

* chore: update usage doc

* feat: pdf viewer (#110)

* feat: update pdfviewer

* feat: update missing files

* fix: update rendering logic of infor panel

* fix: improve thumbnail retrieval logic

* fix: update PDF evidence rendering logic

* fix: remove pdfjs built dist

* fix: reduce thumbnail evidence count

* chore: update gitignore

* fix: add js event on chat msg select

* fix: update css for viewer

* fix: add env var for PDFJS prebuilt

* fix: move language setting to reasoning utils

---------

Co-authored-by: phv2312 <kat87yb@gmail.com>
Co-authored-by: trducng <trungduc1992@gmail.com>

* feat: graph rag (#116)

* fix: reload server when add/delete index

* fix: rework indexing pipeline to be able to disable vectorstore and splitter if needed

* feat: add graphRAG index with plot view

* fix: update requirement for graphRAG and lighten unnecessary packages

* feat: add knowledge network index (#118)

* feat: add Knowledge Network index

* fix: update reader mode setting for knet

* fix: update init knet

* fix: update collection name to index pipeline

* fix: missing req

---------

Co-authored-by: jeff52415 <jeff.yang@cinnamon.is>

* fix: update info panel return for graphrag

* fix: retriever setting graphrag

* feat: local llm settings (#122)

* feat: expose context length as reasoning setting to better fit local models

* fix: update context length setting for agents

* fix: rework threadpool llm call

* fix: fix improve indexing logic

* fix: fix improve UI

* feat: add lancedb

* fix: improve lancedb logic

* feat: add lancedb vectorstore

* fix: lighten requirement

* fix: improve lanceDB vs

* fix: improve UI

* fix: openai retry

* fix: update reqs

* fix: update launch command

* feat: update Dockerfile

* feat: add plot history

* fix: update default config

* fix: remove verbose print

* fix: update default setting

* fix: update gradio plot return

* fix: default gradio tmp

* fix: improve lancedb docstore

* fix: fix question decompose pipeline

* feat: add multimodal reader in UI

* fix: udpate docs

* fix: update default settings & docker build

* fix: update app startup

* chore: update documentation

* chore: update README

* chore: update README

---------

Co-authored-by: trducng <trungduc1992@gmail.com>

* chore: update README

* chore: update README

---------

Co-authored-by: trducng <trungduc1992@gmail.com>
Co-authored-by: cin-ace <ace@cinnamon.is>
Co-authored-by: Linh Nguyen <70562198+linhnguyen-cinnamon@users.noreply.github.com>
Co-authored-by: linhnguyen-cinnamon <cinmc0019@CINMC0019-LinhNguyen.local>
Co-authored-by: cin-jacky <101088014+jacky0218@users.noreply.github.com>
Co-authored-by: jacky0218 <jacky0218@github.com>
Co-authored-by: kan_cin <kan@cinnamon.is>
Co-authored-by: phv2312 <kat87yb@gmail.com>
Co-authored-by: jeff52415 <jeff.yang@cinnamon.is>
2024-08-26 08:50:37 +07:00

100 lines
3.4 KiB
Python

from importlib.metadata import version
from pathlib import Path
import gradio as gr
import requests
from theflow.settings import settings
def get_remote_doc(url: str) -> str:
try:
res = requests.get(url)
res.raise_for_status()
return res.text
except Exception as e:
print(f"Failed to fetch document from {url}: {e}")
return ""
def download_changelogs(release_url: str) -> str:
try:
res = requests.get(release_url).json()
changelogs = res.get("body", "")
return changelogs
except Exception as e:
print(f"Failed to fetch changelogs from {release_url}: {e}")
return ""
class HelpPage:
def __init__(
self,
app,
doc_dir: str = settings.KH_DOC_DIR,
remote_content_url: str = "https://raw.githubusercontent.com/Cinnamon/kotaemon",
app_version: str | None = settings.KH_APP_VERSION,
changelogs_cache_dir: str
| Path = (Path(settings.KH_APP_DATA_DIR) / "changelogs"),
):
self._app = app
self.doc_dir = Path(doc_dir)
self.remote_content_url = remote_content_url
self.app_version = app_version
self.changelogs_cache_dir = Path(changelogs_cache_dir)
self.changelogs_cache_dir.mkdir(parents=True, exist_ok=True)
about_md_dir = self.doc_dir / "about.md"
if about_md_dir.exists():
with (self.doc_dir / "about.md").open(encoding="utf-8") as fi:
about_md = fi.read()
else: # fetch from remote
about_md = get_remote_doc(
f"{self.remote_content_url}/v{self.app_version}/docs/about.md"
)
if about_md:
with gr.Accordion("About"):
if self.app_version:
about_md = f"Version: {self.app_version}\n\n{about_md}"
gr.Markdown(about_md)
user_guide_md_dir = self.doc_dir / "usage.md"
if user_guide_md_dir.exists():
with (self.doc_dir / "usage.md").open(encoding="utf-8") as fi:
user_guide_md = fi.read()
else: # fetch from remote
user_guide_md = get_remote_doc(
f"{self.remote_content_url}/v{self.app_version}/docs/usage.md"
)
if user_guide_md:
with gr.Accordion("User Guide"):
gr.Markdown(user_guide_md)
if self.app_version:
# try retrieve from cache
changelogs = ""
if (self.changelogs_cache_dir / f"{version}.md").exists():
with open(self.changelogs_cache_dir / f"{version}.md", "r") as fi:
changelogs = fi.read()
else:
release_url_base = (
"https://api.github.com/repos/Cinnamon/kotaemon/releases"
)
changelogs = download_changelogs(
release_url=f"{release_url_base}/tags/v{self.app_version}"
)
# cache the changelogs
if not self.changelogs_cache_dir.exists():
self.changelogs_cache_dir.mkdir(parents=True, exist_ok=True)
with open(
self.changelogs_cache_dir / f"{self.app_version}.md", "w"
) as fi:
fi.write(changelogs)
if changelogs:
with gr.Accordion(f"Changelogs (v{self.app_version})"):
gr.Markdown(changelogs)