cookbook for beyondllm

cookbook/open_source_evaluation.py

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+# pip install beyondllm
+# pip install ollama
+# pip install llama-index-embeddings-fastembed
+from beyondllm import source,retrieve,generator
+from beyondllm.llms import OllamaModel
+from beyondllm.embeddings import FastEmbedEmbeddings
+
+query = "what is Tarun's role at AI Planet?"
+data = source.fit(path="https://tarunjain.netlify.app", dtype="url",chunk_size=1024)
+retriever = retrieve.auto_retriever(data,embed_model=FastEmbedEmbeddings(),type="normal")
+pipeline = generator.Generate(question=query,llm=OllamaModel(model="llama2"),retriever=retriever)
+
+print(pipeline.call())
+print(pipeline.get_rag_triad_evals())