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Skillsgangtise-kb

gangtise-kb

Writing & research

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Updated 10-15 23:46

About this skill

Gangtise Knowledge Base Skill

Gangtesi Open Platform investment research data skill, providing functions such as knowledge base search, earnings forecasts, economic indicator queries, conference calls, and research report traceability downloads.

Credential Configuration

Credential loading priority (from high to low):

  1. Environment variables(recommended)

    export GANGTISE_ACCESS_KEY="your-access-key"
export GANGTISE_SECRET_KEY="your-secret-key"

  2. .env file(project root directory)

    GANGTISE_ACCESS_KEY=your-access-key
GANGTISE_SECRET_KEY=your-secret-key
  1. config.json(compatible with old configuration, not recommended)

Interactive configuration (automatically written to .env）：

python3 scripts/configure.py

API credential acquisition address: https://open.gangtise.com

Authentication

  • OAuth2 authentication: Access Key + Secret Key → loginV2 → accessToken
  • accessToken returned by the V2 interface already carries the Bearer prefix
  • Token validity period is 3600 seconds; the script automatically caches it to .token_cache, reused within 1 hour

Available Scripts

Knowledge base search (query_kb.py)

python3 scripts/query_kb.py "比亚迪最新消息"
python3 scripts/query_kb.py "特斯拉" --type 10,40 --top 5 --days 180
python3 scripts/query_kb.py "宁德时代" --json

Parameters:--type resource type | --top number returned (default 20, maximum 20) | --days search days | --json raw output

Earnings forecast (forecast.py)

python3 scripts/forecast.py 600519.SH
python3 scripts/forecast.py 000858.SZ --json

Returns historical actual values (A) + future forecast values (E), including net profit attributable to the parent company, EPS, PE, ROE, gross margin, etc.

Economic data indicators (indicator.py)

python3 scripts/indicator.py "比亚迪仰望销量"
python3 scripts/indicator.py "2024年GDP增速" --stream
python3 scripts/indicator.py "光伏行业产能" --json

AI Agent queries industry data, macroeconomic data, and company operating indicators. Non-streaming takes about 10 seconds.

Conference call list (meeting_list.py)

python3 scripts/meeting_list.py
python3 scripts/meeting_list.py --stock 600519.SH
python3 scripts/meeting_list.py --topic 银行 --size 20 --days 30

Parameters:--stock stock filter | --topic topic filter | --days days | --page/--size pagination

Traceability download (download_resource.py)

python3 scripts/download_resource.py --type 10 --id SOURCE_ID
python3 scripts/download_resource.py --type 10 --id SOURCE_ID --output report.pdf

Download the original research report PDF or obtain a third-party link via sourceId. type 40 is not supported.

Token acquisition (get_token.py)

python3 scripts/get_token.py

API Endpoints

Function Method Path
Authentication POST /application/auth/oauth/open/loginV2
Knowledge base search POST /application/open-data/ai/search/knowledge/batch
Earnings forecast POST /application/open-data/report/forecast/info
Indicator query POST /application/open-ai/ai/search/indicator
Meeting list POST /application/open-meeting/cnfr/getList
Traceability download GET /application/open-data/ai/resource/download

Resource Types

Code Type Search Traceability download
10 Brokerage research reports ✅ ✅ (some brokerages have whitelist restrictions)
20 Internal research reports ✅ ✅
40 Chief analyst views ✅ ❌
50 Company announcements ✅ ✅
60 Conference platform minutes ✅ ✅
70 Research meeting minutes announcements ✅ ✅
80 Online resource minutes ✅ ✅ (returns URL)
90 Industry WeChat public accounts ✅ ✅ (returns URL)

Knowledge Names

  • system_knowledge_doc — system library (default)
  • tenant_knowledge_doc — tenant library

Security notes

  • .env、config.json、.token_cache permissions are automatically set to 600
  • Do not commit the above files to version control