Adding GroqSearch Space

.env

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+API_KEy='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'
+GROQ_API_KEY = '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'
+SERPER_API_KEY = 'fc4e9e4dda3ab09a3b51896f6d0211a7bc19db9e'

LangchainSearch.py

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+import os
+from dotenv import load_dotenv
+from langchain.llms import OpenAI
+from langchain.agents import load_tools, initialize_agent, AgentType
+
+
+load_dotenv()
+
+llm = OpenAI(temperature=0.5, streaming=True, openai_api_key=os.getenv('API_KEY'))
+tools = load_tools(
+    ''
+)
+
+

app.py

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+import streamlit as st
+from streamlit_chat import message
+from researcher import Researcher
+from dotenv import find_dotenv, load_dotenv
+load_dotenv(find_dotenv())
+st.set_page_config(layout="wide")
+st.session_state.clicked=True
+
+@st.cache_resource(show_spinner=True)
+def create_researcher():
+    researcher = Researcher()
+    return researcher
+research_apprentice = create_researcher()
+
+def display_conversation(history):
+    for i in range(len(history["apprentice"])):
+        message(history["user"][i], is_user=True, key=str(i) + "_user")
+        message(history["apprentice"][i], key=str(i))
+
+if st.session_state.clicked:
+    st.title("GroqSearch - Your 24/7 AI Research Apprentice")
+    st.subheader("Search the Web with Mixtral")
+
+    if "apprentice" not in st.session_state:
+        st.session_state["apprentice"] = ["Hello. How can I help you?"]
+    if "user" not in st.session_state:
+        st.session_state["user"] = ["Hey Assisstant"]
+    
+    col1, col2 = st.columns([1,2])
+    
+    # with col1:
+    #     st.image("res/assistant.png")
+
+    with col2:
+        with st.expander("Command RoboWiz"):
+            research_query_input = st.text_input("Resarch Query")
+            if st.button("Send"):
+                robowiz_output = research_apprentice.research(research_query_input)
+
+                st.session_state["user"].append(research_query_input)
+                st.session_state["apprentice"].append(robowiz_output)
+
+                if st.session_state["apprentice"]:
+                    display_conversation(st.session_state)

config.py

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+PROMPT_TEMPLATE = """
+As an AI researcher, your primary goal is to seek and provide accurate answers based on reliable sources. It is crucial to prioritize factual information and avoid making things up. Your role is to assist users by presenting well-researched and verified knowledge. Remember to cite your sources whenever possible and maintain a high standard of integrity in your research. If you encounter questions outside the scope of software development, kindly remind users that your expertise lies in programming and related topics.
+
+Context: {context}
+Question: {question}
+Do provide helpful answers and avoid making things up. If you are unsure about a question, it is better to skip it. Remember to cite your sources whenever possible and maintain a high standard of integrity in your research.
+
+Answer:
+"""
+
+INPUT_VARIABLES = ["context", "question"]
+SEPARATORS = "\n"
+CHUNK_SIZE = 10000
+CHUNK_OVERLAP = 1000
+EMBEDDER = 'BAAI/bge-base-en-v1.5'
+CHAIN_TYPE = 'stuff'
+SEARCH_KWARGS = {'k':3}

requirements.txt

@@ -0,0 +1,319 @@
+async-timeout==4.0.3
+attrs==23.2.0
+autopep8==1.7.0
+azure-core==1.25.0
+azure-storage-blob==12.13.1
+Babel==2.14.0
+backcall==0.2.0
+backoff==2.2.1
+bcrypt==4.1.2
+beautifulsoup4==4.11.1
+bleach==5.0.1
+blinker==1.7.0
+bs4==0.0.2
+build==1.1.1
+cachetools==5.3.3
+certifi==2024.2.2
+cffi==1.15.1
+chardet==5.2.0
+charset-normalizer==3.3.2
+chroma-hnswlib==0.7.3
+chromadb==0.4.24
+click==8.1.7
+click-plugins==1.1.1
+cligj==0.7.2
+colorama==0.4.6
+coloredlogs==15.0.1
+comm==0.2.1
+cryptography==37.0.4
+cssselect==1.2.0
+cycler==0.11.0
+dataclasses-json==0.6.4
+datasets==2.17.1
+debugpy==1.6.3
+decorator==5.1.1
+defusedxml==0.7.1
+Deprecated==1.2.14
+deta==1.2.0
+dill==0.3.8
+distro==1.9.0
+docker-pycreds==0.4.0
+docstring-parser==0.15
+emoji==2.10.1
+entrypoints==0.4
+enum-compat==0.0.3
+evaluate==0.4.1
+exceptiongroup==1.2.0
+executing==0.10.0
+faiss-cpu==1.8.0
+fake-useragent==1.4.0
+fastapi==0.110.0
+fastjsonschema==2.16.1
+feedparser==6.0.11
+filelock==3.13.1
+filetype==1.2.0
+fiona==1.9.6
+flatbuffers==23.5.26
+fonttools==4.36.0
+fqdn==1.5.1
+frozendict==2.4.0
+frozenlist==1.4.1
+fsspec==2023.10.0
+geopandas==0.14.3
+gitdb==4.0.11
+GitPython==3.1.42
+google-auth==2.28.1
+googleapis-common-protos==1.62.0
+graphviz==0.20.1
+greenlet==3.0.3
+groq==0.4.2
+grpcio==1.62.0
+h11==0.14.0
+html5lib==1.1
+httpcore==1.0.4
+httptools==0.6.1
+httpx==0.27.0
+huggingface-hub==0.21.4
+humanfriendly==10.0
+idna==3.6
+importlib-metadata==6.11.0
+importlib_resources==6.1.2
+iniconfig==1.1.1
+ipykernel==6.15.1
+ipython==8.4.0
+ipython-genutils==0.2.0
+ipywidgets==8.1.2
+isodate==0.6.1
+isoduration==20.11.0
+jedi==0.18.1
+Jinja2==3.1.2
+joblib==1.1.0
+json5==0.9.22
+jsonpatch==1.33
+jsonpath-python==1.0.6
+jsonpointer==2.4
+jsonschema==4.21.1
+jsonschema-specifications==2023.12.1
+jupyter==1.0.0
+jupyter-console==6.6.3
+jupyter-events==0.9.0
+jupyter-lsp==2.2.4
+jupyter_client==8.6.0
+jupyter_core==5.7.1
+jupyter_server==2.13.0
+jupyter_server_terminals==0.5.2
+jupyterlab==4.1.4
+jupyterlab-pygments==0.2.2
+jupyterlab_server==2.25.3
+jupyterlab_widgets==3.0.10
+kiwisolver==1.4.4
+kubernetes==29.0.0
+langchain==0.1.10
+langchain-community==0.0.25
+langchain-core==0.1.28
+langchain-groq==0.0.1
+langchain-openai==0.0.8
+langchain-text-splitters==0.0.1
+langchainhub==0.1.14
+langdetect==1.0.9
+langsmith==0.1.13
+lxml==4.9.1
+markdown-it-py==3.0.0
+MarkupSafe==2.1.1
+marshmallow==3.21.0
+matplotlib==3.5.3
+matplotlib-inline==0.1.6
+mdurl==0.1.2
+mistune==0.8.4
+mmh3==4.1.0
+monai==1.3.0
+monotonic==1.6
+mpmath==1.3.0
+msal==1.18.0
+msrest==0.7.1
+multidict==6.0.5
+multiprocess==0.70.16
+multitasking==0.0.11
+mypy-extensions==1.0.0
+nbclient==0.6.6
+nbconvert==6.5.3
+nbformat==5.4.0
+nest-asyncio==1.5.5
+networkx==3.2.1
+nibabel==5.2.0
+nltk==3.8.1
+notebook==7.1.1
+notebook_shim==0.2.4
+numpy==1.23.2
+oauthlib==3.2.2
+onnxruntime==1.16.3
+openai==1.13.3
+opencv-python==4.9.0.80
+opentelemetry-api==1.23.0
+opentelemetry-exporter-otlp-proto-common==1.23.0
+opentelemetry-exporter-otlp-proto-grpc==1.23.0
+opentelemetry-instrumentation==0.44b0
+opentelemetry-instrumentation-asgi==0.44b0
+opentelemetry-instrumentation-fastapi==0.44b0
+opentelemetry-proto==1.23.0
+opentelemetry-sdk==1.23.0
+opentelemetry-semantic-conventions==0.44b0
+opentelemetry-util-http==0.44b0
+orjson==3.9.15
+overrides==7.7.0
+packaging==23.2
+pandas==2.2.1
+pandocfilters==1.5.0
+parse==1.20.1
+parso==0.8.3
+peewee==3.17.1
+pexpect==4.8.0
+pickleshare==0.7.5
+Pillow==9.2.0
+platformdirs==4.2.0
+pluggy==1.0.0
+portalocker==2.8.2
+posthog==3.4.2
+prometheus-client==0.14.1
+prompt-toolkit==3.0.30
+protobuf==4.25.3
+psutil==5.9.1
+ptyprocess==0.7.0
+pulsar-client==3.4.0
+pure-eval==0.2.2
+py==1.11.0
+pyarrow==15.0.0
+pyarrow-hotfix==0.6
+pyasn1==0.5.1
+pyasn1-modules==0.3.0
+pycodestyle==2.9.1
+pycparser==2.21
+pydantic==2.6.3
+pydantic_core==2.16.3
+pydeck==0.8.1b0
+pyee==11.1.0
+Pygments==2.13.0
+PyJWT==2.4.0
+Pympler==1.0.1
+pyparsing==3.0.9
+PyPika==0.48.9
+pyppeteer==2.0.0
+pyproj==3.6.1
+pyproject_hooks==1.0.0
+pyquery==2.0.0
+pyrsistent==0.18.1
+pytest==7.1.2
+python-dateutil==2.8.2
+python-dotenv==1.0.1
+python-iso639==2024.2.7
+python-json-logger==2.0.7
+python-magic==0.4.27
+pytz==2024.1
+PyYAML==6.0.1
+pyzmq==25.1.2
+qtconsole==5.5.1
+QtPy==2.4.1
+rapidfuzz==3.6.1
+referencing==0.33.0
+regex==2023.12.25
+requests==2.31.0
+requests-html==0.10.0
+requests-oauthlib==1.3.1
+responses==0.18.0
+rfc3339-validator==0.1.4
+rfc3986-validator==0.1.1
+rich==13.7.0
+rpds-py==0.18.0
+rsa==4.9
+sacrebleu==2.4.0
+sacremoses==0.1.1
+safetensors==0.4.2
+scikit-learn==1.1.2
+scipy==1.9.0
+semver==3.0.2
+Send2Trash==1.8.2
+sentence-transformers==2.5.1
+sentencepiece==0.2.0
+sentry-sdk==1.40.6
+setproctitle==1.3.3
+sgmllib3k==1.0.0
+shapely==2.0.3
+shtab==1.7.0
+six==1.16.0
+sklearn==0.0
+smmap==5.0.1
+sniffio==1.3.1
+soupsieve==2.3.2.post1
+SQLAlchemy==2.0.27
+stack-data==0.4.0
+starlette==0.36.3
+streamlit==1.31.1
+streamlit-chat==0.1.1
+sympy==1.12
+tableauserverclient==0.19.0
+tabulate==0.9.0
+tenacity==8.2.3
+terminado==0.15.0
+threadpoolctl==3.1.0
+tiktoken==0.6.0
+tinycss2==1.1.1
+tokenizers==0.15.2
+toml==0.10.2
+tomli==2.0.1
+toolz==0.12.1
+torch==2.2.0
+torch-model-archiver==0.9.0
+torch-workflow-archiver==0.2.11
+torchaudio==2.2.0
+torchinfo==1.8.0
+torchserve==0.9.0
+torchvision==0.17.0
+tornado==6.4
+tqdm==4.66.2
+traitlets==5.14.1
+transformers==4.38.1
+trl==0.7.11
+typer==0.9.0
+types-python-dateutil==2.8.19.20240106
+types-requests==2.31.0.20240218
+typing-inspect==0.9.0
+typing_extensions==4.9.0
+tyro==0.7.3
+tzdata==2024.1
+tzlocal==5.2
+unstructured==0.12.5
+unstructured-client==0.21.0
+uri-template==1.3.0
+urllib3==1.26.18
+uvicorn==0.27.1
+uvloop==0.19.0
+validators==0.22.0
+w3lib==2.1.2
+wandb==0.16.3
+watchfiles==0.21.0
+wcwidth==0.2.5
+webcolors==1.13
+webencodings==0.5.1
+websocket-client==1.7.0
+websockets==10.4
+widgetsnbextension==4.0.10
+wrapt==1.16.0
+xxhash==3.4.1
+yahoo-fin==0.8.9.1
+yarl==1.9.4
+yfinance==0.2.37
+zipp==3.17.0
+accelerate==0.27.2
+aiohttp==3.9.3
+aiosignal==1.3.1
+altair==5.2.0
+annotated-types==0.6.0
+anyio==4.3.0
+appdirs==1.4.4
+appnope==0.1.3
+argon2-cffi==21.3.0
+argon2-cffi-bindings==21.2.0
+arrow==1.3.0
+asgiref==3.7.2
+asttokens==2.0.8
+async-lru==2.0.4