Generative AI Full Course – Gemini Pro, OpenAI, Llama, Langchain, Pinecone, Vector Databases & More - Ep35

write it down overhere open AI API versus lenen versuslenen and intelligence vs consciousnessafter that after discussingthis uh like the basics and allregarding this Lenin I will come to theprompt templating that how you candesign a different different type ofprompt so here let me write on thesecond point which we're going todiscuss uh so the second Point basicallyprompttemplating prompttemplating after this prompt template souh here what I will do I will I willshow you the use of the hugging phasealso uh after discussing this Lenin uhthe differences between open Ai andLenin I will come to this open AI usevia Len promp templating and here I willshow you that how you can use hugging pHmodel model whatever model is there ontop of the hugging face Hub how you canutilize those particular model by usingthis Len chin so in between I will showyou hugging face hugging face with Lenchin hugging face with Lchin why I'm uh why I'm going to showyou this hugging phase with Lenin so youcan use any sort of a open source modelso whatever open source model is thereso you can use all those model by usingthis hugging phase so here I will showyou how you can generate hugging phasAPI key and by using that particular APIkey you can access any sort of a modelwhatever is there on top of the huggingface Hub so here I will show you huggingface with Lenin let me write it downover here hugging face with Len chainand then we'll try to discuss a few moreconcept regarding this Len chain whichis going to be a very very important sohere let me write down those particulartopic as well so the third topic whichwe're going to discuss over here wegoing to talk aboutchain we're going to talk aboutagents how like you can create agentsand how you can use the agents so herethe fourth topic basically it will beagents now let me write it down overhere agents after that after this agentsI will come to the memory so I will showyou how you can create a memory by usingthis Len Chen got getting my point yesor no so these are the very importantimportant part of the L chain withoutknowing this particular thing you cannotdevelop any sort ofapplication okay so before starting withthe end to end project definitely wehave to discuss about this particulartopic so here uh so in uh today'slecture actually we're going to talkabout this function calling openi useand prompt template and in tomorrow'ssession I will be discussing about thishugging pH with Lin chains agents andmemory so this a three to four topicwe'll try to discuss in tomorrow sessionand this three to four topic we'll tryto discuss in today's session and rightafter this one right after this topicright after this thing I will start witha project and uh we will'll try tocreate one project and there basicallywe'll be using our different differentLMS from the openi and from the huggingpH we'll try to useLenin we'll try to use Len chain andsome other Concepts as well so herewe're going to use are differentdifferent uh like model llms from theopeni hugging face Len chin and herewe'll try to uh create one uh UI as wellby using flask or streamlit each andeverything I will show you in a liveclass itself so flask and streamlet andI will show you the complete I will showyou the complete uh setup how you can doa complete setup for any an to andproject so first we'll try to create aproject template and then we'll startwith a project de development so thisidea is clear to all of you please dolet me know in the chat if the agenda isclear for today and for the tomorrowsession I'm uh expecting the answer inthe chat so please write it down in thechat guys please do itfastyeswe'll discuss the risk and all what riskis there and we'll try to discuss aboutthe different different point uh firstlet us uh uh create at least one projectafter creating this particular projectdefinitely uh we'll try to uh discussabout the multiple things that uhbasically which is a very very importantin terms of theindustry we'll come to that part don'tworryfine so now each and everything is cleareach and every part is clear so let'smove to the Practical implementation soif you will go through with my notebookso which is already available in aresource section okay I have shown youhow you can download this particularnotebook so just try to go through withthe dashboard and from the resourcesection you can download this notebooknow uh here guys see uh The Notebook isthere so just try to download it and tryto run it inside your system uh how youhave to do a system setup how you haveto create an environment and all how youhave to install the library inside theenvironment each and everything I haveshown you in my previous class only soagain I'm not going to repeat thatparticular thing so over here you cansee already we have talked about theopen a now let's discuss more about thisopen AI so just uh give me a moment hereuh from here itself basically inside uhuh this particular file itself I will bewriting a code now I'm going to changethe name of the file so here I'm goingto write it down test open API and Lenchain because in today's session I'mgoing to include the Len chain as welland I will do in a same Jupiter notbookI'm not going to create any new notebookuh as of now I will be doing over hereitself so here I'm going to be write itdown I'm going to rename this particularfile uh so here I'm going to write downthis Lenin as well so test openi API andL CH so this is the new name of my filenow let me rename it and now everythingis ready so here guys see if I'm goingto write it down this import here if I'mgoing to write import statement importlength chain now here you will find outit is saying that no module named Lchain can anyone tell me how I canresolve this particular error please dolet me

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