Add pdf/web source and viewer to chainlit

generic_rag/app.py

@@ -11,6 +11,7 @@ from langchain import hub
 from langchain_chroma import Chroma
 from langchain_core.documents import Document
 from langgraph.graph import START, StateGraph
+from langgraph.pregel.io import AddableValuesDict
 from parsers.parser import add_pdf_files, add_urls
 from typing_extensions import List, TypedDict
 
@@ -106,7 +107,60 @@ async def on_chat_start():
 async def on_message(message: cl.Message):
     graph = cl.user_session.get("graph")
     response = graph.invoke({"question": message.content})
-    await cl.Message(content=response).send()
+
+    answer = response["answer"]
+    answer += "\n\n"
+
+    pdf_sources = get_pdf_sources(response)
+    web_sources = get_web_sources(response)
+
+    elements = []
+    if len(pdf_sources) > 0:
+        answer += "The following PDF source were consulted:\n"
+        for source, page_numbers in pdf_sources.items():
+            page_numbers = list(page_numbers)
+            page_numbers.sort()
+            # display="side" seems to be not supported by chainlit for PDF's, so we use "inline" instead
+            elements.append(cl.Pdf(name="pdf", display="inline", path=source, page=page_numbers[0]))
+            answer += f"'{source}' on page(s): {page_numbers}\n"
+
+    if len(web_sources) > 0:
+        answer += f"The following web sources were consulted: {web_sources}\n"
+
+    await cl.Message(content=answer, elements=elements).send()
+
+
+def get_pdf_sources(response: AddableValuesDict) -> dict[str, list[int]]:
+    """
+    Function that retrieves the PDF sources with page numbers from a response.
+    """
+    pdf_sources = {}
+    for context in response["context"]:
+        try:
+            if context.metadata["filetype"] == "application/pdf":
+                source = context.metadata["source"]
+                page_number = context.metadata["page_number"]
+                if source in pdf_sources:
+                    pdf_sources[source].add(page_number)
+                else:
+                    pdf_sources[source] = {page_number}
+        except KeyError:
+            pass
+    return pdf_sources
+
+
+def get_web_sources(response: AddableValuesDict) -> set:
+    """
+    Function that retrieves the web sources from a response.
+    """
+    web_sources = set()
+    for context in response["context"]:
+        try:
+            if context.metadata["filetype"] == "web":
+                web_sources.add(context.metadata["source"])
+        except KeyError:
+            pass
+    return web_sources
 
 
 @cl.set_starters