dodeeric / langchain-ai-assistant-with-hybrid-rag

This is a LLM chatbot coded with LangChain. The web interface is coded with Streamlit. It implements a hybrid RAG (keyword and semantic search) and chat memory.
https://bmae-ragai-webapp.azurewebsites.net
GNU General Public License v3.0
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from where is coming that answer? #85

Closed dodeeric closed 1 week ago

dodeeric commented 1 week ago

Q: avez-vous une image du prince louis-philippe ?

A:

display the image and write:

Source/Photographe : https://www.photo.rmn.fr/C.aspx?VP3=SearchResult_VPage&STID=2C6NU0CLQKNZ

dodeeric commented 1 week ago

The answer is generated from one RAG result in fact:

The image displayed in the chat has the url from commons (see below).

{"url": "https://commons.wikimedia.org/wiki/File:Louis_Philippe_of_Orl%C3%A9ans,_Maria_Amalia_and_their_children_-_Mus%C3%A9e_Cond%C3%A9.png", "metadata": {"og:image": "https://upload.wikimedia.org/wikipedia/commons/thumb/a/a4/Louis_Philippe_of_Orl%C3%A9ans%2C_Maria_Amalia_and_their_children_-_Mus%C3%A9e_Cond%C3%A9.png/640px-Louis_Philippe_of_Orl%C3%A9ans%2C_Maria_Amalia_and_their_children_-_Mus%C3%A9e_Cond%C3%A9.png", "og:image:width": "640", "og:image:height": "446", "og:title": "File:Louis Philippe of Orl\u00e9ans, Maria Amalia and their children - Mus\u00e9e Cond\u00e9.png - Wikimedia Commons", "og:type": "website"}, "text": "\n\n\n\nArtist\n\n\nAnonyme\n\n\n\nUnidentified painter\n\u00a0 \u00a0\n\n\nDescription\n19th-century portrait painting with Unidentified or UnknownUnknown , artist and year.\n\n\n\n\nDescription\n\n\nEnglish: Louis-Philippe I (1773-1850), his wife Maria Amalia of Naples and Sicily (1782-1866) and their children Prince Ferdinand Philippe, Duke of Orl\u00e9ans (1810-1842) and Louise of Orl\u00e9ans (1812-1850).\nFran\u00e7ais\u00a0: Louis-Philippe, duc d'Orl\u00e9ans (1773-1850), Marie-Am\u00e9lie (1782-1866), et leurs enfants Ferdinand duc de Chartres (1810-1842) et la princesse Louise d'Orl\u00e9ans (1812-1850). Petit carnet de cuir fauve \u00e0 filets dor\u00e9s aux pages vierges avec une grande miniature\n\n\nDate\n\n19th centurydate QS:P571,+1850-00-00T00:00:00Z/7\n\n\nMedium\n\nportrait miniature\n\n\nDimensions\n\nheight: 8.6 cm (3.3 in); width: 11.9 cm (4.6 in)dimensions QS:P2048,8.6U174728dimensions QS:P2049,11.9U174728\n\n\nCollection\n\n\n\n\nCond\u00e9 Museum\n\u00a0\u00a0\n\n\n\n\n\nNative name\nMus\u00e9e Cond\u00e9\n\nParent institution\nCh\u00e2teau de Chantilly\u00a0\n\nLocation\nChantilly\u00a0, France\n\nCoordinates\n49\u00b0\u00a011\u2032\u00a038.2\u2033\u00a0N, 2\u00b0\u00a029\u2032\u00a007\u2033\u00a0E \u00a0\n\nEstablished\n17 April 1898\u00a0\n\nWebsite\nwww.musee-conde.fr\n\nAuthority file\n\n: Q1236032\nVIAF:\u2009139676854\nISNI:\u20090000000123148954\nLCCN:\u2009n50036805\nGND:\u20091033853-6\nSELIBR:\u2009278694\nWorldCat\n\n\n\ninstitution QS:P195,Q1236032\n\n\nAccession number\n\n\nOA2419\n\n\nSource/Photographer\n\nhttps://www.photo.rmn.fr/C.aspx?VP3=SearchResult_VPage&STID=2C6NU0CLQKNZ\n\n\n"}