From 8c666884545409dac19a47fe65ae9c49fade4ff8 Mon Sep 17 00:00:00 2001 From: Harrison Chase Date: Wed, 29 Mar 2023 16:07:55 -0700 Subject: [PATCH] cr --- .../agents/agents/custom-convo-agent.ipynb | 146 ++++++++++++++---- 1 file changed, 118 insertions(+), 28 deletions(-) diff --git a/docs/modules/agents/agents/custom-convo-agent.ipynb b/docs/modules/agents/agents/custom-convo-agent.ipynb index 01afd8e7525..3215560846a 100644 --- a/docs/modules/agents/agents/custom-convo-agent.ipynb +++ b/docs/modules/agents/agents/custom-convo-agent.ipynb @@ -22,7 +22,7 @@ { "cell_type": "code", "execution_count": 1, - "id": "e27ca395", + "id": "b92ac457", "metadata": {}, "outputs": [], "source": [ @@ -33,7 +33,7 @@ { "cell_type": "code", "execution_count": 20, - "id": "9ccf2b3e", + "id": "15c63f8c", "metadata": {}, "outputs": [], "source": [ @@ -61,7 +61,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 86, "id": "339b1bb8", "metadata": {}, "outputs": [], @@ -95,13 +95,14 @@ "When repsonding in your final answer to the user, they have NO knowledge of any intermediate steps. So if there is any intermediate knowledge there you want them to know, you should make sure to return it as part of your final answer.\n", "Begin!\n", "\n", + "{chat_history}\n", "Question: {input}\n", "Thought: {agent_scratchpad}\"\"\"" ] }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 87, "id": "fd969d31", "metadata": {}, "outputs": [], @@ -121,18 +122,18 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 88, "id": "798ef9fb", "metadata": {}, "outputs": [], "source": [ - "prompt = CustomPromptTemplate(input_variables=[\"input\", \"intermediate_steps\"])" + "prompt = CustomPromptTemplate(input_variables=[\"input\", \"intermediate_steps\", \"chat_history\"])" ] }, { "cell_type": "code", - "execution_count": 51, - "id": "fa2c8687", + "execution_count": 89, + "id": "a228d0d0", "metadata": {}, "outputs": [], "source": [ @@ -141,8 +142,8 @@ }, { "cell_type": "code", - "execution_count": 52, - "id": "61d24c3d", + "execution_count": 90, + "id": "dc227979", "metadata": {}, "outputs": [], "source": [ @@ -151,7 +152,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 91, "id": "7c6fe0d3", "metadata": {}, "outputs": [], @@ -177,7 +178,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 92, "id": "d278706a", "metadata": {}, "outputs": [], @@ -187,7 +188,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 93, "id": "9b1cc2a2", "metadata": {}, "outputs": [], @@ -197,7 +198,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 94, "id": "e4f5092f", "metadata": {}, "outputs": [], @@ -207,17 +208,105 @@ }, { "cell_type": "code", - "execution_count": 57, - "id": "490604e9", + "execution_count": 95, + "id": "1480b325", "metadata": {}, "outputs": [], "source": [ - "agent_executor = AgentExecutor.from_agent_and_tools(agent=agent, tools=shopify.get_tools(), verbose=True)" + "from langchain.memory import ConversationBufferMemory\n", + "memory = ConversationBufferMemory(memory_key=\"chat_history\")" ] }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 96, + "id": "490604e9", + "metadata": {}, + "outputs": [], + "source": [ + "agent_executor = AgentExecutor.from_agent_and_tools(agent=agent, tools=shopify.get_tools(), verbose=True, memory=memory)" + ] + }, + { + "cell_type": "code", + "execution_count": 97, + "id": "8f197205", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\u001b[1m> Entering new AgentExecutor chain...\u001b[0m\n", + "\u001b[32;1m\u001b[1;3m Bob is looking for help\n", + "Action: ```typescript\n", + "KlarnaProducts.productsUsingGET({\n", + "\tq: \"help\",\n", + "\tsize: 10,\n", + "\tbudget: null\n", + "})\n", + "```\u001b[0m\n", + "\n", + "Observation:\u001b[36;1m\u001b[1;3m{\"products\":[{\"name\":\"Help Dorman 77573 Interior Door Handle for Specific Cadillac Models Blue;\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl709/3204473989/Building-Materials/Help-Dorman-77573-Interior-Door-Handle-for-Specific-Cadillac-Models-Blue/?utm_source=openai\",\"price\":\"$16.34\",\"attributes\":[]},{\"name\":\"Creatine Carnage Warfare Creatine Powder to Help Build Lean\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl566/3203978673/Nutrition-Supplements/Creatine-Carnage-Warfare-Creatine-Powder-to-Help-Build-Lean/?utm_source=openai\",\"price\":\"$45.99\",\"attributes\":[]},{\"name\":\"Help Help The Globolinks (DVD)\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl801/886794/Movies/Help-Help-The-Globolinks-%28DVD%29/?utm_source=openai\",\"price\":\"$24.51\",\"attributes\":[\"Genre:Unclassified\"]},{\"name\":\"Help Me, Help You [LP] VINYL\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl803/3204312692/CD-Vinyl-Records/Help-Me-Help-You-%5BLP%5D-VINYL/?utm_source=openai\",\"price\":\"$22.99\",\"attributes\":[]},{\"name\":\"Sylar Help!\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl803/3202919811/CD-Vinyl-Records/Sylar-Help%21/?utm_source=openai\",\"price\":\"$27.25\",\"attributes\":[\"Genre:Rock\"]},{\"name\":\"Suzanne Ciani - Help, Help, The Globolinks! [VINYL]\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl803/2000494345/CD-Vinyl-Records/Suzanne-Ciani-Help-Help-The-Globolinks%21-%5BVINYL%5D/?utm_source=openai\",\"price\":\"$33.32\",\"attributes\":[]},{\"name\":\"help Wanted [VINYL]\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl803/2000225513/CD-Vinyl-Records/help-Wanted-%5BVINYL%5D/?utm_source=openai\",\"price\":\"$22.99\",\"attributes\":[]},{\"name\":\"Help! [Blu-ray] [1965]\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl801/416740550/Movies/Help%21-%5BBlu-ray%5D-%5B1965%5D/?utm_source=openai\",\"price\":\"$21.18\",\"attributes\":[\"Genre:Unclassified\"]},{\"name\":\"Raconteurs Help Us Stranger (Vinyl)\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl803/3204274617/CD-Vinyl-Records/Raconteurs-Help-Us-Stranger-%28Vinyl%29/?utm_source=openai\",\"price\":\"$17.98\",\"attributes\":[]},{\"name\":\"The Beatles - Help! [VINYL]\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl803/2000229703/CD-Vinyl-Records/The-Beatles-Help%21-%5BVINYL%5D/?utm_source=openai\",\"price\":\"$22.49\",\"attributes\":[\"Genre:Children's Music\"]}]}\u001b[0m\u001b[32;1m\u001b[1;3m I now know the final answer\n", + "Final Answer: Hi Bob, here are some products that might help you: Help Dorman 77573 Interior Door Handle for Specific Cadillac Models Blue;, Creatine Carnage Warfare Creatine Powder to Help Build Lean, Help Help The Globolinks (DVD), Help Me, Help You [LP] VINYL, Sylar Help!, Suzanne Ciani - Help, Help, The Globolinks! [VINYL], help Wanted [VINYL], Help! [Blu-ray] [1965], Raconteurs Help Us Stranger (Vinyl), The Beatles - Help! [VINYL].\u001b[0m\n", + "\n", + "\u001b[1m> Finished chain.\u001b[0m\n" + ] + }, + { + "data": { + "text/plain": [ + "'Hi Bob, here are some products that might help you: Help Dorman 77573 Interior Door Handle for Specific Cadillac Models Blue;, Creatine Carnage Warfare Creatine Powder to Help Build Lean, Help Help The Globolinks (DVD), Help Me, Help You [LP] VINYL, Sylar Help!, Suzanne Ciani - Help, Help, The Globolinks! [VINYL], help Wanted [VINYL], Help! [Blu-ray] [1965], Raconteurs Help Us Stranger (Vinyl), The Beatles - Help! [VINYL].'" + ] + }, + "execution_count": 97, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "agent_executor.run(input=\"hi, i am bob\")" + ] + }, + { + "cell_type": "code", + "execution_count": 98, + "id": "6728a477", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\u001b[1m> Entering new AgentExecutor chain...\u001b[0m\n", + "\u001b[32;1m\u001b[1;3m The user is asking for their name, which is not related to products.\n", + "Final Answer: Your name is Bob.\u001b[0m\n", + "\n", + "\u001b[1m> Finished chain.\u001b[0m\n" + ] + }, + { + "data": { + "text/plain": [ + "'Your name is Bob.'" + ] + }, + "execution_count": 98, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "agent_executor.run(\"whats my name?\")" + ] + }, + { + "cell_type": "code", + "execution_count": 99, "id": "653b1617", "metadata": { "scrolled": false @@ -230,7 +319,7 @@ "\n", "\n", "\u001b[1m> Entering new AgentExecutor chain...\u001b[0m\n", - "\u001b[32;1m\u001b[1;3m I need to find some product suggestions that match the query\n", + "\u001b[32;1m\u001b[1;3m I need to find some cheap pokemon t-shirts\n", "Action: ```typescript\n", "KlarnaProducts.productsUsingGET({\n", "\tq: \"pokemon t-shirts\",\n", @@ -239,8 +328,8 @@ "})\n", "```\u001b[0m\n", "\n", - "Observation:\u001b[36;1m\u001b[1;3m{\"products\":[{\"name\":\"Airwaves Men's Pokemon T-shirt\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl10001/3201808037/Clothing/Airwaves-Men-s-Pokemon-T-shirt/?utm_source=openai\",\"price\":\"$17.49\",\"attributes\":[\"Material:Cotton\",\"Target Group:Man\",\"Color:Gray,Blue,Black\"]},{\"name\":\"Airwaves Men's Pokemon Diamond Shape Pikachu T-shirt\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl10001/3201810636/Clothing/Airwaves-Men-s-Pokemon-Diamond-Shape-Pikachu-T-shirt/?utm_source=openai\",\"price\":\"$17.49\",\"attributes\":[\"Material:Cotton\",\"Target Group:Man\",\"Color:Gray,Black\"]},{\"name\":\"Airwaves Men's Pokemon Pikachu Lightening T-shirt\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl10001/3201823213/Clothing/Airwaves-Men-s-Pokemon-Pikachu-Lightening-T-shirt/?utm_source=openai\",\"price\":\"$17.49\",\"attributes\":[\"Material:Cotton\",\"Target Group:Man\",\"Color:Blue,Black\"]},{\"name\":\"Fifth Sun Boy's Pokemon Get Ready to Battle Pikachu Retro Child T-Shirt Black\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl359/3205118175/Children-s-Clothing/Fifth-Sun-Boy-s-Pokemon-Get-Ready-to-Battle-Pikachu-Retro-Child-T-Shirt-Black/?utm_source=openai\",\"price\":\"$9.99\",\"attributes\":[\"Material:Cotton\",\"Color:Black\",\"Model:Boy\",\"Size (Small-Large):XL,XS\"]},{\"name\":\"Pokemon Girl Eevee Face Graphic Tee Athletic Heather\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl359/3205180623/Children-s-Clothing/Pokemon-Girl-Eevee-Face-Graphic-Tee-Athletic-Heather/?utm_source=openai\",\"price\":\"$9.99\",\"attributes\":[\"Material:Cotton\",\"Color:Gray\"]},{\"name\":\"Pokémon Kid's Piplup T-Shirt - White\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl359/3202047765/Children-s-Clothing/Pokemon-Kid-s-Piplup-T-Shirt-White/?utm_source=openai\",\"price\":\"$17.70\",\"attributes\":[\"Material:Cotton\",\"Color:White\",\"Model:Girl\"]},{\"name\":\"Airwaves Men's Pokemon Retro T-shirt\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl10001/3201809276/Clothing/Airwaves-Men-s-Pokemon-Retro-T-shirt/?utm_source=openai\",\"price\":\"$17.49\",\"attributes\":[\"Material:Cotton\",\"Target Group:Man\",\"Color:White,Black\"]},{\"name\":\"Airwaves Pokemon Pikachu T-shirt - Black\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl10001/3201809047/Clothing/Airwaves-Pokemon-Pikachu-T-shirt-Black/?utm_source=openai\",\"price\":\"$17.49\",\"attributes\":[\"Material:Polyester,Cotton\",\"Target Group:Man\",\"Color:Black\"]},{\"name\":\"Airwaves Men's Pokemon Pikachu T-shirt\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl10001/3201809320/Clothing/Airwaves-Men-s-Pokemon-Pikachu-T-shirt/?utm_source=openai\",\"price\":\"$19.99\",\"attributes\":[\"Material:Cotton\",\"Target Group:Man\",\"Color:Blue,Black\"]},{\"name\":\"Pokemon Gengar Youth Short Sleeve Graphic T-Shirt\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl359/3202937240/Children-s-Clothing/Pokemon-Gengar-Youth-Short-Sleeve-Graphic-T-Shirt/?utm_source=openai\",\"price\":\"$16.99\",\"attributes\":[\"Material:Cotton\",\"Color:Black\",\"Size (Small-Large):XL\"]}]}\u001b[0m\u001b[32;1m\u001b[1;3m I now have a list of cheap pokemon t-shirts\n", - "Final Answer: Here are some cheap pokemon t-shirts I found for you: Airwaves Men's Pokemon T-shirt, Airwaves Men's Pokemon Diamond Shape Pikachu T-shirt, Airwaves Men's Pokemon Pikachu Lightening T-shirt, Fifth Sun Boy's Pokemon Get Ready to Battle Pikachu Retro Child T-Shirt Black, Pokemon Girl Eevee Face Graphic Tee Athletic Heather, Pokémon Kid's Piplup T-Shirt - White, Airwaves Men's Pokemon Retro T-shirt, Airwaves Pokemon Pikachu T-shirt - Black, Airwaves Men's Pokemon Pikachu T-shirt, and Pokemon Gengar Youth Short Sleeve Graphic T-Shirt. All of these t-shirts are under $20.\u001b[0m\n", + "Observation:\u001b[36;1m\u001b[1;3m{\"products\":[{\"name\":\"Airwaves Men's Pokemon T-shirt\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl10001/3201808037/Clothing/Airwaves-Men-s-Pokemon-T-shirt/?utm_source=openai\",\"price\":\"$17.49\",\"attributes\":[\"Material:Cotton\",\"Target Group:Man\",\"Color:Gray,Blue,Black\"]},{\"name\":\"Airwaves Men's Pokemon Diamond Shape Pikachu T-shirt\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl10001/3201810636/Clothing/Airwaves-Men-s-Pokemon-Diamond-Shape-Pikachu-T-shirt/?utm_source=openai\",\"price\":\"$17.49\",\"attributes\":[\"Material:Cotton\",\"Target Group:Man\",\"Color:Gray,Black\"]},{\"name\":\"Airwaves Men's Pokemon Pikachu Lightening T-shirt\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl10001/3201823213/Clothing/Airwaves-Men-s-Pokemon-Pikachu-Lightening-T-shirt/?utm_source=openai\",\"price\":\"$17.49\",\"attributes\":[\"Material:Cotton\",\"Target Group:Man\",\"Color:Blue,Black\"]},{\"name\":\"Fifth Sun Boy's Pokemon Get Ready to Battle Pikachu Retro Child T-Shirt Black\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl359/3205118175/Children-s-Clothing/Fifth-Sun-Boy-s-Pokemon-Get-Ready-to-Battle-Pikachu-Retro-Child-T-Shirt-Black/?utm_source=openai\",\"price\":\"$9.99\",\"attributes\":[\"Material:Cotton\",\"Color:Black\",\"Model:Boy\",\"Size (Small-Large):XL,XS\"]},{\"name\":\"Pokemon Girl Eevee Face Graphic Tee Athletic Heather\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl359/3205180623/Children-s-Clothing/Pokemon-Girl-Eevee-Face-Graphic-Tee-Athletic-Heather/?utm_source=openai\",\"price\":\"$9.99\",\"attributes\":[\"Material:Cotton\",\"Color:Gray\"]},{\"name\":\"Pokémon Kid's Piplup T-Shirt - White\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl359/3202047765/Children-s-Clothing/Pokemon-Kid-s-Piplup-T-Shirt-White/?utm_source=openai\",\"price\":\"$17.70\",\"attributes\":[\"Material:Cotton\",\"Color:White\",\"Model:Girl\"]},{\"name\":\"Airwaves Men's Pokemon Retro T-shirt\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl10001/3201809276/Clothing/Airwaves-Men-s-Pokemon-Retro-T-shirt/?utm_source=openai\",\"price\":\"$17.49\",\"attributes\":[\"Material:Cotton\",\"Target Group:Man\",\"Color:White,Black\"]},{\"name\":\"Airwaves Pokemon Pikachu T-shirt - Black\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl10001/3201809047/Clothing/Airwaves-Pokemon-Pikachu-T-shirt-Black/?utm_source=openai\",\"price\":\"$17.49\",\"attributes\":[\"Material:Polyester,Cotton\",\"Target Group:Man\",\"Color:Black\"]},{\"name\":\"Airwaves Men's Pokemon Pikachu T-shirt\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl10001/3201809320/Clothing/Airwaves-Men-s-Pokemon-Pikachu-T-shirt/?utm_source=openai\",\"price\":\"$19.99\",\"attributes\":[\"Material:Cotton\",\"Target Group:Man\",\"Color:Blue,Black\"]},{\"name\":\"Pokemon Gengar Youth Short Sleeve Graphic T-Shirt\",\"url\":\"https://www.klarna.com/us/shopping/pl/cl359/3202937240/Children-s-Clothing/Pokemon-Gengar-Youth-Short-Sleeve-Graphic-T-Shirt/?utm_source=openai\",\"price\":\"$16.99\",\"attributes\":[\"Material:Cotton\",\"Color:Black\",\"Size (Small-Large):XL\"]}]}\u001b[0m\u001b[32;1m\u001b[1;3m I now know the final answer\n", + "Final Answer: Here are some cheap Pokemon t-shirts that you might like: Airwaves Men's Pokemon T-shirt, Airwaves Men's Pokemon Diamond Shape Pikachu T-shirt, Airwaves Men's Pokemon Pikachu Lightening T-shirt, Fifth Sun Boy's Pokemon Get Ready to Battle Pikachu Retro Child T-Shirt Black, Pokemon Girl Eevee Face Graphic Tee Athletic Heather, Pokémon Kid's Piplup T-Shirt - White, Airwaves Men's Pokemon Retro T-shirt, Airwaves Pokemon Pikachu T-shirt - Black, Airwaves Men's Pokemon Pikachu T-shirt, and Pokemon Gengar Youth Short Sleeve Graphic T-Shirt. All of these t-shirts are under $20.\u001b[0m\n", "\n", "\u001b[1m> Finished chain.\u001b[0m\n" ] @@ -248,10 +337,10 @@ { "data": { "text/plain": [ - "\"Here are some cheap pokemon t-shirts I found for you: Airwaves Men's Pokemon T-shirt, Airwaves Men's Pokemon Diamond Shape Pikachu T-shirt, Airwaves Men's Pokemon Pikachu Lightening T-shirt, Fifth Sun Boy's Pokemon Get Ready to Battle Pikachu Retro Child T-Shirt Black, Pokemon Girl Eevee Face Graphic Tee Athletic Heather, Pokémon Kid's Piplup T-Shirt - White, Airwaves Men's Pokemon Retro T-shirt, Airwaves Pokemon Pikachu T-shirt - Black, Airwaves Men's Pokemon Pikachu T-shirt, and Pokemon Gengar Youth Short Sleeve Graphic T-Shirt. All of these t-shirts are under $20.\"" + "\"Here are some cheap Pokemon t-shirts that you might like: Airwaves Men's Pokemon T-shirt, Airwaves Men's Pokemon Diamond Shape Pikachu T-shirt, Airwaves Men's Pokemon Pikachu Lightening T-shirt, Fifth Sun Boy's Pokemon Get Ready to Battle Pikachu Retro Child T-Shirt Black, Pokemon Girl Eevee Face Graphic Tee Athletic Heather, Pokémon Kid's Piplup T-Shirt - White, Airwaves Men's Pokemon Retro T-shirt, Airwaves Pokemon Pikachu T-shirt - Black, Airwaves Men's Pokemon Pikachu T-shirt, and Pokemon Gengar Youth Short Sleeve Graphic T-Shirt. All of these t-shirts are under $20.\"" ] }, - "execution_count": 58, + "execution_count": 99, "metadata": {}, "output_type": "execute_result" } @@ -262,8 +351,8 @@ }, { "cell_type": "code", - "execution_count": 59, - "id": "e4cbeb9f", + "execution_count": 100, + "id": "4a135542", "metadata": {}, "outputs": [ { @@ -273,7 +362,8 @@ "\n", "\n", "\u001b[1m> Entering new AgentExecutor chain...\u001b[0m\n", - "\u001b[32;1m\u001b[1;3m Greeting the user\n", + "\u001b[32;1m\u001b[1;3m\n", + "The user is likely looking for a greeting.\n", "Final Answer: Hi there! How can I help you?\u001b[0m\n", "\n", "\u001b[1m> Finished chain.\u001b[0m\n" @@ -285,7 +375,7 @@ "'Hi there! How can I help you?'" ] }, - "execution_count": 59, + "execution_count": 100, "metadata": {}, "output_type": "execute_result" } @@ -297,7 +387,7 @@ { "cell_type": "code", "execution_count": null, - "id": "2cb4e817", + "id": "f224f0e4", "metadata": {}, "outputs": [], "source": []