by @howethomas (https://github.com/howethomas)
This Streamlit app searches an ElasticSearch server for simple text based search of anything that would appear in a vCon: names of agents, customers, phone numbers, stores - anything contained within the parties, dialogs, attachments and analysis.
The upper left has a sidebar for advanced options, currently to restrict viewed results to those containing summaries, and the number of results to return.
- Search the vCon index by passing any search terms
- Retrieve matching vCons sorted by relevance
- Display key metadata like date, duration, dealer name, etc.
- Show highlighted matches in the conversation
- Listen to audio recordings of the conversations
- Download the full vCon JSON
- Configure advanced options like number of results and summary filter
The script is meant to be run in Streamlit. Simply enter your search terms in the input box.
Advanced configuration options are available in the left sidebar:
- Only show results with a summary
- Number of results to display
The script uses the official Elasticsearch Python client to query the index.
It connects to a hosted Elasticsearch instance defined in the Streamlit secrets.
The index contains vCon documents - the open conversation standard.
Results are parsed into Vcon objects to extract key fields and build the UI.
This script is designed to run on Streamlit Cloud.
The Elasticsearch credentials need to be configured in the Streamlit secrets:
ELASTIC_SEARCH_CLOUD_IDELASTIC_SEARCH_API_KEY
Other secrets:
CONV_DETAIL_URL- Base URL for the vCon detail pages
Some ideas for enhancing the search:
- Suggest search terms as the user types
- Support more advanced query syntax and operators
- Add filters for metadata fields like date, team, etc
- Page through results
- Build an analytics dashboard for search usage
Let me know if you have any other questions!