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feat(ChatKnowledge): Support Financial Report Analysis #1702

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merged 31 commits into from
Jul 26, 2024

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Aries-ckt
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@Aries-ckt Aries-ckt commented Jul 7, 2024

Description

Upload financial report pdf and chat with financial report
scene1:ask base info for financial report
base_info_chat
scene2:calculate financial indicator for financial report
image
scene3:analyze financial report
image

How Has This Been Tested?

Step 1: upgrade knowledge_space

USE dbgpt;
ALTER TABLE  knowledge_space
    ADD COLUMN `domain_type` varchar(50) null comment 'space domain type' after `vector_type`;

Step 2: upgrade python dependencies

pip install pdfplumber
pip install fuzzywuzzy

Step 3: install financial report app from dbgpts

# install poetry
pip install poetry
# install financial report knowledge process pipeline workflow
dbgpt app install financial-report-knowledge-factory

# install financial report  chat  pipeline workflow
dbgpt app install financial-robot-app

Step4:
download classifier pre_trained model from https://www.modelscope.cn/models/AI-ModelScope/bge-large-zh-v1.5

git clone https://www.modelscope.cn/models/AI-ModelScope/bge-large-zh-v1.5

and set in .env

#*******************************************************************#
#**                     FINANCIAL CHAT Config                     **#
#*******************************************************************#
FIN_REPORT_MODEL=/app/DB-GPT/models/bge-large-zh-v1.5

Step 4: restart dbgpt_server

Step 5: create FinancialReport knowledge space
image

Step 6: upload financial report from docker/examples/fin_report
upload_report
Step 7: automatic segment and wait for a while
process_log
Step 8: chat with financial report

Snapshots:

Include snapshots for easier review.

Checklist:

  • My code follows the style guidelines of this project
  • I have already rebased the commits and make the commit message conform to the project standard.
  • I have performed a self-review of my own code
  • I have commented my code, particularly in hard-to-understand areas
  • I have made corresponding changes to the documentation
  • Any dependent changes have been merged and published in downstream modules

@github-actions github-actions bot added ChatKnowledge Module: ChatKnowledge enhancement New feature or request labels Jul 7, 2024
dbgpt/rag/extractor/fin_report.py Outdated Show resolved Hide resolved
dbgpt/rag/assembler/fin_report.py Outdated Show resolved Hide resolved
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@fangyinc fangyinc left a comment

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LGTM.

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@csunny csunny left a comment

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r+

@fangyinc fangyinc merged commit 167d972 into eosphoros-ai:main Jul 26, 2024
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Hopshine pushed a commit to Hopshine/DB-GPT that referenced this pull request Sep 10, 2024
…1702)

Co-authored-by: hzh97 <2976151305@qq.com>
Co-authored-by: Fangyin Cheng <staneyffer@gmail.com>
Co-authored-by: licunxing <864255598@qq.com>
@MarvinLong
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After I finished Step 7: automatic segment and wait for a while. How can I ask with financial-robot-app just like scene1 ~ scene3. I got [SERVER_ERROR]'NoneType' object has no attribute 'get' when I ask some questions with the "开始对话" on the financial-robot-app.

image _____________ I found the code error in "envs/dbgpt_env/lib/python3.10/site-packages/financial_robot_app/__init__.py", line 79, in map db_name = input_value.context.extra.get("db_name") AttributeError: 'NoneType' object has no attribute 'get'

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6 participants